Top SitesAgentNDX — MCP Server Directory

Machine Readiness

Stored receipt and evidence

Overall

55

Readable

90

Callable

40

Commerce

0

Payment

90

Machine Access

Inspect the site's MCP endpoint

Open MCP explorer

DialtoneApp can scan the stored discovery files for this domain, try the MCP initialize handshake, and show the raw protocol transcript.

Purchase boundary

payment challenge

Control boundary

payment required

Payment rails

None

Payment providers

None

Payment methods

None

Payment protocols

None

Payment assets

None

Payment networks

None

Capabilities

None

Verified payment surface

Yes

Crypto only

No

Readable docs

robots, llms, llms-full, openapi

Products

0

Variants

0

Priced variants

0

Currencies

0

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0

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Samples

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No stored offer samples.

Samples

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Search servers

GET

Search the full Railway-backed index (15K+ entries) by keyword, category, or protocol. x402 payment required ($0.005 USDC on Base mainnet). Returns 402 if unpaid.

https://agentndx.ai/api/search

MCP endpoint

POST

Full MCP server. Tools: search_servers (x402, $0.005 USDC), list_categories (free), get_server (free), get_stats (free).

https://agentndx.ai/mcp

Samples

Product samples

No stored product samples.

Document

robots.txt

Open robots.txt
User-agent: *
Allow: /

User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: anthropic-ai
Allow: /

User-agent: Googlebot
Allow: /

User-agent: bingbot
Allow: /

User-agent: DuckDuckBot
Allow: /

User-agent: Applebot
Allow: /

Sitemap: https://agentndx.ai/sitemap-index.xml

Document

llms.txt

Open llms.txt
# AgentNDX

> A curated registry for the agentic web. Find, search, and connect to MCP servers, A2A agents, and x402-enabled services.

AgentNDX indexes tools that AI agents can connect to and use. If you're an agent looking for a capability, search here. If you're a developer with a tool to list, submit at /submit.

## What This Is

AgentNDX is a curated directory of 143+ Model Context Protocol (MCP) servers, A2A agents, and x402-payable services. Every entry is verified, schema-normalized, and machine-readable. Agents can search the directory via our own MCP endpoint and pay per search via x402 micropayments — no API key required.

## Base URL

https://agentndx.ai

## Machine-Readable Endpoints (Free)

- GET /api/servers.json — Full server index (JSON, all 137+ entries)
- GET /api/categories.json — All categories with counts
- GET /api/stats.json — Registry statistics (total, MCP, A2A, x402, verified counts)

## MCP Endpoint

The AgentNDX directory is itself an MCP server. Agents can call it to discover other agents.

- **URL:** https://agentndx.ai/mcp
- **Transport:** Streamable HTTP (MCP spec 2025-03-26)
- **Payment:** x402 on Base mainnet — $0.005 USDC per search (search tool only)
- **Auth:** None — x402 handles authorization at call time
- **Free tools:** get_server_details, list_categories, get_stats

### Add to Claude Code
```
claude mcp add agentndx https://agentndx.ai/mcp
```

### Add to Claude Desktop (claude_desktop_config.json)
```json
{
  "mcpServers": {
    "agentndx": {
      "url": "https://agentndx.ai/mcp"
    }
  }
}
```

## Tools

### search_mcp_servers
Search 143+ servers by keyword, category, or capability. Costs $0.005 USDC via x402.

Parameters:
- `query` (string) — e.g. "vector database", "send email", "browser automation"
- `category` (string, optional) — communication | data | web | code | ai | payments | identity | productivity | infrastructure | media
- `limit` (number, optional) — default 10

### get_server_details
Get full metadata for a server by ID. Free.

Parameters:
- `id` (string) — server ID from search results

### list_categories
List all categories with server counts. Free.

### get_stats
Registry statistics: total servers, protocol counts, verified count. Free.

## Categories

- **communication** (10) — Slack, Discord, Twilio, Resend, SendGrid, Zendesk, Gmail, Teams, Mailchimp, Intercom
- **data** (17) — PostgreSQL, Supabase, MongoDB, Redis, Neon, HubSpot, Salesforce, Shopify, Mapbox, OpenWeather, Filesystem, Memory, AgentNDX, Snowflake, Elasticsearch, Airtable, Pinecone
- **web** (11) — Playwright, Firecrawl, Fetch, Exa, Brave Search, Tavily, Google Maps, AWS Docs, Algolia, Contentful, Sanity
- **code** (9) — GitHub, GitLab, Sentry, Semgrep, CircleCI, Terraform, Confluence, Nx, Bitbucket
- **ai** (12) — Context7, Sequential Thinking, Qdrant, Replicate, Perplexity, Mem0, OpenAI, Groq, HuggingFace, Cohere, Mistral, Anthropic
- **payments** (5) — Stripe, PayPal, Coinbase AgentKit, Square, Lemon Squeezy
- **identity** (5) — 1Password, HashiCorp Vault, Auth0, Okta, AWS Secrets Manager
- **productivity** (12) — Notion, Linear, Google Drive, Jira, Cal.com, Asana, Figma, Monday, Todoist, Calendly, Typeform, Trello
- **infrastructure** (9) — Cloudflare, Docker, AWS, Kubernetes, Vercel, Datadog, Grafana, PagerDuty, Render
- **media** (7) — Cloudinary, Unsplash, YouTube, ElevenLabs, fal.ai, Stability AI, Deepgram

## Data Format

Each server entry includes:
- id, name, description, category
- endpoint (install_cmd for stdio servers, URL for remote)
- protocols: MCP | A2A | x402 | NLWeb
- transport: stdio | http | sse
- auth: none | api-key | oauth | x402
- tags (4-6), use_cases (3), related_ids
- verified (bool), health: active | unknown | inactive
- added, updated (ISO dates)

## Submit a Tool

https://agentndx.ai/submit

## Full Server List

https://agentndx.ai/llms-full.txt

## Sitemap

https://agentndx.ai/sitemap-index.xml

Document

llms-full.txt

Open llms-full.txt
# AgentNDX — Full Server List
# 143 servers as of 2026-04-13

## AgentNDX
ID: agentndx
Category: data
Description: A network registry for the agentic web. Search, browse, and query MCP servers, A2A agents, and x402-enabled services.
Endpoint: https://agentndx.ai/mcp
Tags: directory, registry, mcp, search, discovery

## Playwright MCP
ID: playwright-mcp
Category: web
Description: Browser automation and web scraping via Playwright. Navigate, click, fill forms, take screenshots, and extract structured data from any website.
Endpoint: npx @playwright/mcp
Tags: browser, automation, scraping, screenshots, forms

## Firecrawl MCP
ID: firecrawl-mcp
Category: web
Description: Web scraping and crawling with LLM-ready output. Scrape, crawl, map, and extract structured data from any URL. Returns clean markdown.
Endpoint: npx firecrawl-mcp
Tags: scraping, crawling, markdown, extraction, web

## GitHub MCP
ID: github-mcp
Category: code
Description: Full GitHub API access via MCP. Create issues, PRs, manage repos, read code, run searches, and interact with the GitHub ecosystem.
Endpoint: npx @modelcontextprotocol/server-github
Tags: github, git, repositories, issues, pull-requests

## Filesystem MCP
ID: filesystem-mcp
Category: data
Description: Local filesystem access for agents. Read, write, search, and manipulate files and directories with configurable path permissions.
Endpoint: npx @modelcontextprotocol/server-filesystem
Tags: files, filesystem, read, write, local

## Brave Search MCP
ID: brave-search-mcp
Category: web
Description: Web and local search via Brave Search API. Privacy-respecting search with real-time results, news, and image search capabilities.
Endpoint: npx @modelcontextprotocol/server-brave-search
Tags: search, web-search, brave, news, privacy

## PostgreSQL MCP
ID: postgres-mcp
Category: data
Description: Read-only PostgreSQL access via MCP. Query databases, inspect schemas, and retrieve structured data. Safe — no write operations.
Endpoint: npx @modelcontextprotocol/server-postgres
Tags: database, postgresql, sql, read-only, schema

## Slack MCP
ID: slack-mcp
Category: communication
Description: Slack workspace integration for agents. Read messages, post to channels, manage threads, and search workspace history.
Endpoint: npx @modelcontextprotocol/server-slack
Tags: slack, messaging, notifications, team, communication

## Context7 MCP
ID: context7-mcp
Category: ai
Description: Live library documentation fetcher for LLMs. Resolves library names to current API docs, preventing hallucinations on outdated APIs.
Endpoint: npx @upstash/context7-mcp
Tags: documentation, libraries, llm, context, api-docs

## Stripe Agent Toolkit
ID: stripe-agent-toolkit
Category: payments
Description: Stripe payment operations via MCP. Create payment intents, manage customers, handle subscriptions, and query transaction history.
Endpoint: npx @stripe/agent-toolkit
Tags: stripe, payments, billing, subscriptions, fintech

## Memory MCP
ID: memory-mcp
Category: data
Description: Persistent memory for AI agents using a knowledge graph. Store, retrieve, and reason over facts, entities, and relationships across sessions.
Endpoint: npx @modelcontextprotocol/server-memory
Tags: memory, knowledge-graph, persistence, entities, agent-memory

## Exa MCP
ID: exa-mcp
Category: web
Description: Semantic and neural web search via Exa. Find exactly what you mean, not just keyword matches. Ideal for research agents that need high-quality results.
Endpoint: npx exa-mcp
Tags: search, semantic, neural, research, web

## Notion MCP
ID: notion-mcp
Category: productivity
Description: Full Notion workspace access for agents. Read, create, and update pages, databases, and blocks. Connect agents to your team knowledge base.
Endpoint: npx @notionhq/notion-mcp
Tags: notion, productivity, docs, database, knowledge-base

## Linear MCP
ID: linear-mcp
Category: productivity
Description: Official Linear MCP server. Create and manage issues, projects, teams, and cycles in Linear\
Endpoint: npx -y @linear/mcp-server
Tags: linear, issues, project-management, sprints, engineering

## Cloudflare MCP
ID: cloudflare-mcp
Category: infrastructure
Description: Manage Cloudflare infrastructure from agents. Deploy Workers, manage DNS records, query analytics, and interact with the full Cloudflare API.
Endpoint: npx @cloudflare/mcp-server-cloudflare
Tags: cloudflare, workers, dns, infrastructure, deployment

## Sentry MCP
ID: sentry-mcp
Category: code
Description: Official Sentry MCP server. Access error events, issues, stack traces, and performance data from Sentry for automated debugging and triage workflows.
Endpoint: npx -y @sentry/mcp-server-sentry
Tags: sentry, errors, debugging, monitoring, stack-traces

## Fetch MCP
ID: fetch-mcp
Category: web
Description: HTTP fetch and web content extraction for agents. Retrieve any URL as markdown, HTML, or raw text. Essential for agents that need to read the web.
Endpoint: npx @modelcontextprotocol/server-fetch
Tags: fetch, http, web, scraping, content

## Sequential Thinking MCP
ID: sequential-thinking-mcp
Category: ai
Description: Structured multi-step reasoning for complex problems. Enables agents to break tasks into explicit thought chains, revise reasoning, and build toward solutions methodically.
Endpoint: npx @modelcontextprotocol/server-sequential-thinking
Tags: reasoning, thinking, chain-of-thought, planning, problem-solving

## Supabase MCP
ID: supabase-mcp
Category: data
Description: Official Supabase MCP server. Query and manage Postgres databases, auth, storage, and realtime subscriptions directly from agent workflows.
Endpoint: npx -y @supabase/mcp-server-supabase
Tags: supabase, postgres, database, auth, realtime, storage

## Google Maps MCP
ID: google-maps-mcp
Category: web
Description: Official MCP server for the Google Maps Platform API, providing geocoding, directions, places search, and distance matrix tools.
Endpoint: @modelcontextprotocol/server-google-maps
Tags: google-maps, geocoding, directions, places, location

## Google Drive MCP
ID: gdrive-mcp
Category: productivity
Description: Official MCP server for reading and searching files in Google Drive, including Docs, Sheets, and PDF content extraction.
Endpoint: @modelcontextprotocol/server-gdrive
Tags: google-drive, documents, files, cloud-storage, oauth

## Docker MCP
ID: docker-mcp
Category: infrastructure
Description: MCP server for managing Docker containers, images, and volumes through natural language commands.
Endpoint: mcp-server-docker
Tags: docker, containers, devops, infrastructure, images

## AWS API MCP
ID: aws-api-mcp
Category: infrastructure
Description: Official AWS Labs MCP server enabling AI assistants to interact with AWS services via CLI commands with IAM-based permissions and CloudTrail logging.
Endpoint: awslabs.aws-api-mcp-server
Tags: aws, cloud, infrastructure, iam, multi-service

## Discord MCP
ID: discord-mcp
Category: communication
Description: MCP server for Discord bot integration, enabling agents to read and send messages, manage channels, and interact with guild members.
Endpoint: mcp-server-discord
Tags: discord, chat, bot, messaging, community

## Qdrant MCP
ID: qdrant-mcp
Category: ai
Description: Official Qdrant MCP server for storing, retrieving, and searching vector embeddings in the Qdrant vector database.
Endpoint: mcp-server-qdrant
Tags: qdrant, vector-search, embeddings, semantic-search, memory

## Replicate MCP
ID: replicate-mcp
Category: ai
Description: Official MCP server for Replicate, enabling agents to run ML model inference across thousands of open-source models.
Endpoint: replicate-mcp
Tags: replicate, ml-inference, image-generation, models

## Tavily MCP
ID: tavily-mcp
Category: web
Description: MCP server for Tavily\
Endpoint: tavily-mcp
Tags: tavily, search, web-search, research, ai-search

## Twilio MCP
ID: twilio-mcp
Category: communication
Description: Official Twilio MCP server. Send SMS and WhatsApp messages, make voice calls, manage phone numbers, and access Twilio\
Endpoint: npx -y @twilio/mcp-server
Tags: twilio, sms, voice, whatsapp, messaging, phone

## Kubernetes MCP
ID: kubernetes-mcp
Category: infrastructure
Description: MCP server for interacting with Kubernetes clusters via kubectl, supporting pod management, deployments, and cluster inspection.
Endpoint: mcp-server-kubernetes
Tags: kubernetes, k8s, containers, orchestration, devops

## Vercel MCP
ID: vercel-mcp
Category: infrastructure
Description: Official Vercel MCP server. Manage deployments, projects, domains, environment variables, and logs from Vercel\
Endpoint: npx -y @vercel/mcp-adapter
Tags: vercel, deployment, serverless, frontend, domains

## 1Password MCP
ID: 1password-mcp
Category: identity
Description: MCP server for 1Password vault access, enabling agents to securely retrieve credentials, secrets, and secure notes via Service Account.
Endpoint: @takescake/1password-mcp
Tags: 1password, secrets, credentials, vault, identity

## Cloudinary MCP
ID: cloudinary-mcp
Category: media
Description: Official Cloudinary MCP server for uploading, transforming, analyzing, and organizing media assets in Cloudinary\
Endpoint: @cloudinary/asset-management-mcp
Tags: cloudinary, images, video, cdn, media

## Unsplash MCP
ID: unsplash-mcp
Category: media
Description: MCP server for searching and retrieving high-quality stock photos from Unsplash with proper attribution metadata.
Endpoint: @jeff_kit/unsplash-mcp-server
Tags: unsplash, photos, stock-images, media, creative

## GitLab MCP
ID: gitlab-mcp
Category: code
Description: Official MCP server for the GitLab API, supporting project management, merge requests, issues, file operations, and CI/CD pipelines.
Endpoint: @modelcontextprotocol/server-gitlab
Tags: gitlab, git, repositories, merge-requests, ci-cd

## Perplexity MCP
ID: perplexity-mcp
Category: ai
Description: MCP server for Perplexity\
Endpoint: mcp-server-perplexity
Tags: perplexity, ai-search, research, citations, answers

## YouTube MCP
ID: youtube-mcp
Category: media
Description: MCP server for YouTube Data API integration, enabling video search, transcript retrieval, and channel data access.
Endpoint: mcp-server-youtube
Tags: youtube, video, transcripts, media, google

## Atlassian Jira MCP
ID: atlassian-jira-mcp
Category: productivity
Description: MCP server for Atlassian Jira Cloud enabling agents to search issues via JQL, manage projects, and track development info.
Endpoint: @aashari/mcp-server-atlassian-jira
Tags: jira, atlassian, issues, project-management, agile

## HashiCorp Vault MCP
ID: vault-mcp
Category: identity
Description: MCP server for HashiCorp Vault secrets management, providing tools to read, list, and manage secrets from Vault KV stores.
Endpoint: mcp-server-vault
Tags: vault, hashicorp, secrets, identity, security

## AWS Documentation MCP
ID: aws-documentation-mcp
Category: web
Description: Official AWS Labs MCP server for searching and retrieving AWS documentation, best practices, and getting-started guides.
Endpoint: awslabs.aws-documentation-mcp-server
Tags: aws, documentation, search, reference, official

## Redis MCP
ID: redis-mcp
Category: data
Description: MCP server for Redis. Set, get, and manage keys; use pub/sub channels; run Lua scripts; inspect streams and sorted sets from agent workflows.
Endpoint: npx -y @modelcontextprotocol/server-redis
Tags: redis, cache, pub-sub, key-value, streams

## MongoDB MCP
ID: mongodb-mcp
Category: data
Description: Official MongoDB Atlas MCP server. Query collections, run aggregations, manage indexes, and interact with Atlas clusters from agent workflows.
Endpoint: npx -y @modelcontextprotocol/server-mongodb
Tags: mongodb, atlas, nosql, database, aggregation

## Neon MCP
ID: neon-mcp
Category: data
Description: Official Neon serverless Postgres MCP server. Create branches, run queries, manage databases, and scale Postgres without managing infrastructure.
Endpoint: npx -y @neondatabase/mcp-server-neon
Tags: neon, postgres, serverless, database, branching

## Datadog MCP
ID: datadog-mcp
Category: infrastructure
Description: MCP server for Datadog. Query metrics, logs, traces, monitors, and dashboards from Datadog\
Endpoint: npx -y datadog-mcp-server
Tags: datadog, observability, metrics, logs, monitoring, apm

## Grafana MCP
ID: grafana-mcp
Category: infrastructure
Description: Official Grafana MCP server. Query dashboards, panels, data sources, and alerts from Grafana for AI-driven observability and incident response workflows.
Endpoint: npx -y @grafana/mcp-server
Tags: grafana, dashboards, metrics, alerts, observability

## PagerDuty MCP
ID: pagerduty-mcp
Category: infrastructure
Description: Official PagerDuty MCP server. Manage incidents, services, on-call schedules, and escalation policies. Acknowledge, resolve, and create incidents directly from AI agents.
Endpoint: github.com/PagerDuty/pagerduty-mcp-server
Tags: pagerduty, incidents, on-call, alerting, monitoring

## Resend MCP
ID: resend-mcp
Category: communication
Description: Send transactional and marketing emails via Resend from MCP clients. Compose HTML or plain-text emails, manage audiences, and track delivery — no SMTP setup needed.
Endpoint: npx resend-mcp
Tags: email, transactional, resend, notifications, communication

## SendGrid MCP
ID: sendgrid-mcp
Category: communication
Description: Send emails via Twilio SendGrid from MCP clients. Supports transactional messages, dynamic templates, and list management using your SendGrid API key.
Endpoint: npx sendgrid-mcp
Tags: email, sendgrid, transactional, templates, communication

## Mapbox MCP
ID: mapbox-mcp
Category: data
Description: Official Mapbox MCP server. Geocode addresses, reverse-geocode coordinates, get directions, run isochrone analysis, and query Mapbox datasets from AI agents.
Endpoint: npx @mapbox/mcp-server
Tags: maps, geocoding, directions, geospatial, location

## Semgrep MCP
ID: semgrep-mcp
Category: code
Description: Run Semgrep static analysis scans from MCP clients. Detect security vulnerabilities, code quality issues, and policy violations across any codebase.
Endpoint: npx mcp-server-semgrep
Tags: security, sast, static-analysis, vulnerabilities, code-quality

## OpenWeather MCP
ID: openweather-mcp
Category: data
Description: Fetch real-time and forecast weather data via the OpenWeatherMap API. Get current conditions, hourly and daily forecasts, and historical weather for any location.
Endpoint: npx openweather-mcp
Tags: weather, forecast, climate, location, data

## Cal.com MCP
ID: cal-mcp
Category: productivity
Description: Manage scheduling via Cal.com from MCP clients. List event types, create bookings, check availability, and cancel or reschedule appointments programmatically.
Endpoint: npx cal-mcp
Tags: calendar, scheduling, bookings, availability, cal.com

## Asana MCP
ID: asana-mcp
Category: productivity
Description: Interact with Asana projects and tasks from MCP clients. Create, update, and list tasks, manage projects, assign work, and track progress via natural language.
Endpoint: npx mcp-server-asana
Tags: asana, tasks, projects, productivity, pm

## PayPal MCP
ID: paypal-mcp
Category: payments
Description: Official PayPal MCP server. Create and capture orders, issue refunds, manage invoices, and query transaction history directly from AI agents using the PayPal API.
Endpoint: npx @paypal/mcp
Tags: paypal, payments, orders, invoices, refunds

## HubSpot MCP
ID: hubspot-mcp
Category: data
Description: Connect AI agents to HubSpot CRM. Search contacts, companies, and deals. Create and update records, log activities, and query pipelines via natural language.
Endpoint: npx hubspot-mcp
Tags: hubspot, crm, contacts, deals, sales

## Zendesk MCP
ID: zendesk-mcp
Category: productivity
Description: MCP server for Zendesk Support. Create and manage tickets, users, and organizations; search articles; run macros from agent-driven customer support workflows.
Endpoint: npx -y zendesk-mcp-server
Tags: zendesk, support, tickets, helpdesk, customer-service

## Figma MCP
ID: figma-mcp
Category: productivity
Description: Access Figma design files from MCP clients. Read frames, components, and styles. Extract design tokens, inspect layer properties, and retrieve assets for development.
Endpoint: npx figma-mcp
Tags: figma, design, components, tokens, ui

## Monday.com MCP
ID: monday-mcp
Category: productivity
Description: Interact with Monday.com boards and items from MCP clients. Read and update board items, manage columns, create new items, and track project status via natural language.
Endpoint: npx mcp-server-monday
Tags: monday, project-management, boards, tasks, productivity

## Shopify MCP
ID: shopify-mcp
Category: data
Description: Connect AI agents to Shopify stores. Query products, orders, customers, and inventory. Create draft orders, update product metadata, and run GraphQL queries via MCP.
Endpoint: npx shopify-mcp
Tags: shopify, ecommerce, products, orders, inventory

## Salesforce MCP
ID: salesforce-mcp
Category: data
Description: Connect AI agents to Salesforce CRM. Query objects with SOQL, create and update records, manage leads and opportunities, and interact with the Salesforce REST API.
Endpoint: npx salesforce-mcp
Tags: salesforce, crm, soql, leads, opportunities

## CircleCI MCP
ID: circleci-mcp
Category: code
Description: Official CircleCI MCP server. Trigger pipelines, check build status, retrieve logs, and orchestrate CI/CD workflows from AI agents.
Endpoint: npx @circleci/mcp-server-circleci
Tags: circleci, ci-cd, pipelines, builds, devops

## Terraform MCP
ID: terraform-mcp
Category: code
Description: Official HashiCorp Terraform MCP server. Plan and apply infrastructure changes, manage workspaces, query resource state, and interact with HCP Terraform from AI agents.
Endpoint: npx @hashicorp/terraform-mcp-server
Tags: terraform, infrastructure, iac, hcp, workspaces

## Confluence MCP
ID: confluence-mcp
Category: code
Description: Read and write Atlassian Confluence pages, spaces, and comments. Search documentation, create runbooks, and keep wikis up to date from agent workflows.
Endpoint: npx mcp-confluence
Tags: confluence, atlassian, wiki, documentation, runbooks

## Nx MCP
ID: nx-mcp
Category: code
Description: Official Nx MCP server. Query monorepo project graph, run affected targets, and get AI-aware build intelligence for Nx workspaces.
Endpoint: npx nx-mcp
Tags: nx, monorepo, build, typescript, workspace

## Mem0 MCP
ID: mem0-mcp
Category: ai
Description: Persistent memory layer for AI agents. Store, search, and retrieve user preferences, conversation history, and learned facts across sessions. Official Mem0 MCP server.
Endpoint: npx @mem0ai/mem0-mcp
Tags: memory, persistence, personalization, recall, long-term-memory

## OpenAI MCP
ID: openai-mcp
Category: ai
Description: Access OpenAI models including GPT-4o, o1, DALL-E, and Whisper from MCP-compatible agents. Use OpenAI capabilities as a tool inside any MCP workflow.
Endpoint: npx openai-mcp-server
Tags: openai, gpt-4o, dall-e, whisper, llm

## Groq MCP
ID: groq-mcp
Category: ai
Description: Ultra-fast LLM inference via Groq. Access Llama 3, Mixtral, and Gemma models at speeds up to 800 tokens/sec from any MCP-compatible agent.
Endpoint: npx groq-mcp
Tags: groq, llama, mixtral, inference, fast

## HuggingFace MCP
ID: huggingface-mcp
Category: ai
Description: Access 900,000+ models on HuggingFace Hub. Run inference, search models, retrieve datasets, and interact with Spaces from AI agent workflows.
Endpoint: npx @huggingface/mcp-server
Tags: huggingface, models, datasets, transformers, hub

## Coinbase AgentKit MCP
ID: coinbase-agentkit-mcp
Category: payments
Description: Official Coinbase AgentKit MCP server. Give AI agents onchain capabilities: create wallets, transfer tokens, deploy contracts, and interact with DeFi protocols on Base and other EVM chains.
Endpoint: npx @coinbase/agentkit-mcp
Tags: coinbase, base, blockchain, defi, wallets, onchain

## Square MCP
ID: square-mcp
Category: payments
Description: Access Square payment processing, inventory, and point-of-sale data. Process payments, manage catalog items, and query transaction history from AI agents.
Endpoint: npx square-mcp-server
Tags: square, payments, pos, inventory, transactions

## Lemon Squeezy MCP
ID: lemon-squeezy-mcp
Category: payments
Description: Manage SaaS subscriptions, licenses, and digital product sales via Lemon Squeezy. Query orders, activate licenses, and handle subscription lifecycle from agent workflows.
Endpoint: npx lemon-squeezy-mcp
Tags: lemon-squeezy, saas, subscriptions, licenses, billing

## Auth0 MCP
ID: auth0-mcp
Category: identity
Description: Official Auth0 MCP server. Manage users, applications, connections, and tenant settings via the Auth0 Management API from agent workflows.
Endpoint: npx -y @auth0/mcp-server
Tags: auth0, authentication, users, identity, oauth, management

## Okta MCP
ID: okta-mcp
Category: identity
Description: Manage Okta identity: users, groups, applications, and policies. Automate enterprise SSO, MFA configuration, and lifecycle management from AI agents.
Endpoint: npx okta-mcp-server
Tags: okta, identity, sso, enterprise, lifecycle

## AWS Secrets Manager MCP
ID: aws-secrets-mcp
Category: identity
Description: Retrieve and manage secrets stored in AWS Secrets Manager. Securely fetch API keys, database credentials, and configuration values from agents without hardcoding.
Endpoint: npx aws-secrets-mcp
Tags: aws, secrets, credentials, security, vault

## Microsoft Teams MCP
ID: teams-mcp
Category: communication
Description: Send messages, manage channels, and interact with Microsoft Teams workspaces from AI agent workflows via the Microsoft Graph API.
Endpoint: npx teams-mcp-server
Tags: teams, microsoft, messaging, channels, collaboration

## Mailchimp MCP
ID: mailchimp-mcp
Category: communication
Description: Manage email marketing campaigns, subscriber lists, and audience segments via Mailchimp from AI agent workflows.
Endpoint: npx mailchimp-mcp-server
Tags: mailchimp, email-marketing, campaigns, subscribers, lists

## Intercom MCP
ID: intercom-mcp
Category: communication
Description: Interact with Intercom customer messaging. Search conversations, create and reply to tickets, manage contacts, and surface customer data for support agents.
Endpoint: npx intercom-mcp-server
Tags: intercom, customer-support, messaging, conversations, crm

## Todoist MCP
ID: todoist-mcp
Category: productivity
Description: Manage tasks and projects in Todoist. Create, update, complete, and query tasks with filters, priorities, and due dates from AI agent workflows.
Endpoint: npx todoist-mcp-server
Tags: todoist, tasks, productivity, to-do, projects

## Calendly MCP
ID: calendly-mcp
Category: productivity
Description: Access Calendly scheduling data. List event types, retrieve upcoming meetings, cancel events, and share booking links from AI agent workflows.
Endpoint: npx calendly-mcp-server
Tags: calendly, scheduling, meetings, bookings, calendar

## Typeform MCP
ID: typeform-mcp
Category: productivity
Description: Query Typeform responses and manage forms from AI agents. Retrieve survey results, filter by date, and extract structured data from form submissions.
Endpoint: npx typeform-mcp-server
Tags: typeform, forms, surveys, responses, data-collection

## Snowflake MCP
ID: snowflake-mcp
Category: data
Description: Query Snowflake data warehouse from AI agents. Run SQL, inspect schemas, list tables, and retrieve query results without leaving your agent context.
Endpoint: npx snowflake-mcp-server
Tags: snowflake, data-warehouse, sql, analytics, cloud

## Elasticsearch MCP
ID: elasticsearch-mcp
Category: data
Description: Official Elastic MCP server. Search, index, and analyze documents in Elasticsearch and OpenSearch clusters from agent workflows.
Endpoint: npx -y @elastic/mcp-server-elasticsearch
Tags: elasticsearch, search, indexing, analytics, elastic

## Render MCP
ID: render-mcp
Category: infrastructure
Description: Manage Render cloud deployments from AI agents. Deploy services, check build logs, manage environment variables, and monitor service health.
Endpoint: npx render-mcp-server
Tags: render, deployment, hosting, cloud, devops

## Algolia MCP
ID: algolia-mcp
Category: data
Description: Official Algolia MCP server. Search and manage indices, records, and rules across Algolia\
Endpoint: npx -y @algolia/mcp-server-node
Tags: algolia, search, indexing, faceting, e-commerce

## Contentful MCP
ID: contentful-mcp
Category: web
Description: Read and write content in Contentful CMS. Query entries, update fields, publish content, and manage assets from AI agent workflows.
Endpoint: npx contentful-mcp-server
Tags: contentful, cms, content, headless, publishing

## Sanity MCP
ID: sanity-mcp
Category: web
Description: Interact with Sanity Studio datasets. Query documents with GROQ, create and update content, and manage assets in Sanity-powered projects from AI agents.
Endpoint: npx @sanity-io/mcp-server
Tags: sanity, cms, groq, content, headless

## Bitbucket MCP
ID: bitbucket-mcp
Category: code
Description: Manage Bitbucket repositories, pull requests, and pipelines from AI agents. Create PRs, review diffs, trigger builds, and query repository data.
Endpoint: npx bitbucket-mcp-server
Tags: bitbucket, git, atlassian, pull-requests, ci-cd

## Cohere MCP
ID: cohere-mcp
Category: ai
Description: Access Cohere Command and Embed models from AI agents. Generate text, create embeddings, rerank search results, and build RAG pipelines via Cohere API.
Endpoint: npx cohere-mcp-server
Tags: cohere, embeddings, reranking, rag, command

## Mistral MCP
ID: mistral-mcp
Category: ai
Description: Access Mistral AI models including Mistral Large, Codestral, and Pixtral from MCP-compatible agents for text generation, code completion, and vision tasks.
Endpoint: npx mistral-mcp-server
Tags: mistral, llm, codestral, pixtral, open-weights

## Anthropic Claude MCP
ID: anthropic-mcp
Category: ai
Description: Call Anthropic Claude models as tools within MCP-compatible agent workflows. Access Claude 3.5 Sonnet, Haiku, and Opus for text generation, analysis, and reasoning.
Endpoint: npx anthropic-mcp-server
Tags: anthropic, claude, llm, reasoning, sonnet

## Airtable MCP
ID: airtable-mcp
Category: data
Description: Read and write Airtable bases from AI agents. Query records, create and update rows, manage tables, and build agent workflows on top of your Airtable data.
Endpoint: npx airtable-mcp-server
Tags: airtable, database, spreadsheet, records, no-code

## Pinecone MCP
ID: pinecone-mcp
Category: data
Description: Query and manage Pinecone vector indices from AI agents. Upsert embeddings, run similarity search, filter by metadata, and manage namespaces for RAG pipelines.
Endpoint: npx pinecone-mcp-server
Tags: pinecone, vector-search, embeddings, rag, semantic-search

## Gmail MCP
ID: gmail-mcp
Category: communication
Description: Read, search, and send Gmail messages from AI agents. Access inbox threads, compose emails, manage labels, and retrieve attachments via the Gmail API.
Endpoint: npx gmail-mcp-server
Tags: gmail, email, google, inbox, messaging

## Trello MCP
ID: trello-mcp
Category: productivity
Description: Manage Trello boards, lists, and cards from AI agents. Create cards, move them across lists, assign members, and query board state for lightweight project tracking.
Endpoint: npx trello-mcp-server
Tags: trello, kanban, cards, boards, project-management

## ElevenLabs MCP
ID: elevenlabs-mcp
Category: media
Description: Official ElevenLabs MCP server. Generate natural-sounding speech, clone voices, and produce multilingual audio from AI agents using state-of-the-art TTS.
Endpoint: npx @elevenlabs/mcp
Tags: elevenlabs, tts, voice, audio, speech-synthesis

## fal.ai MCP
ID: fal-ai-mcp
Category: media
Description: Run image generation, video synthesis, and computer vision models at scale via fal.ai. Fast async inference for Flux, SDXL, Stable Video Diffusion, and more.
Endpoint: npx @fal-ai/mcp
Tags: fal, image-generation, flux, sdxl, video, diffusion

## Stability AI MCP
ID: stability-ai-mcp
Category: media
Description: Generate, edit, and upscale images using Stability AI models including Stable Diffusion 3 and Stable Image Ultra. Control generation with precise prompts and style parameters.
Endpoint: npx stability-ai-mcp
Tags: stability-ai, stable-diffusion, image-generation, upscale, inpainting

## Deepgram MCP
ID: deepgram-mcp
Category: media
Description: Real-time and batch speech-to-text transcription via Deepgram Nova-2. Transcribe audio files, detect speakers, and extract keywords from voice recordings in agent workflows.
Endpoint: npx deepgram-mcp-server
Tags: deepgram, stt, transcription, speech, audio

## Paddle MCP
ID: paddle-mcp
Category: payments
Description: Manage Paddle billing, subscriptions, and checkout for SaaS products. Handle subscription lifecycle, trials, pauses, cancellations, and revenue reporting programmatically.
Endpoint: npx paddle-mcp-server
Tags: paddle, billing, subscriptions, saas, payments

## Adyen MCP
ID: adyen-mcp
Category: payments
Description: Process enterprise payments globally with Adyen. Handle card payments, local payment methods, refunds, disputes, and advanced fraud prevention across 200+ countries.
Endpoint: npx adyen-mcp-server
Tags: adyen, enterprise-payments, global-payments, fraud, card-processing

## Braintree MCP
ID: braintree-mcp
Category: payments
Description: Full-stack payment platform by PayPal. Process cards, PayPal, Venmo, and digital wallets with advanced fraud protection, vaulting, and subscription management.
Endpoint: npx braintree-mcp-server
Tags: braintree, paypal, venmo, card-vaulting, subscriptions

## Razorpay MCP
ID: razorpay-mcp
Category: payments
Description: India-first payment gateway supporting UPI, cards, net banking, wallets, and international cards. Handle orders, refunds, payouts, and subscription billing for South Asian markets.
Endpoint: npx razorpay-mcp-server
Tags: razorpay, upi, india, payments, net-banking

## Clerk MCP
ID: clerk-mcp
Category: identity
Description: Modern authentication and user management for web apps. Manage users, sessions, organizations, roles, and permissions via Clerk\
Endpoint: npx clerk-mcp-server
Tags: clerk, auth, user-management, sessions, organizations

## Keycloak MCP
ID: keycloak-mcp
Category: identity
Description: Open-source identity and access management. Manage realms, clients, users, roles, and groups in self-hosted or cloud Keycloak deployments. Full SSO and federation support.
Endpoint: npx keycloak-mcp-server
Tags: keycloak, sso, iam, oauth, open-source

## SuperTokens MCP
ID: supertokens-mcp
Category: identity
Description: Open-source authentication with self-hosting option. Handle email/password, social login, passwordless, and MFA flows. Manage users, sessions, and roles programmatically.
Endpoint: npx supertokens-mcp-server
Tags: supertokens, auth, self-hosted, sessions, mfa

## Pexels MCP
ID: pexels-mcp
Category: media
Description: Search and retrieve high-quality free stock photos and videos from Pexels. Access millions of curated images and clips for content pipelines, marketing, and media production.
Endpoint: npx pexels-mcp-server
Tags: pexels, stock-photos, stock-video, free, media

## Spotify MCP
ID: spotify-mcp
Category: media
Description: Access Spotify\
Endpoint: npx spotify-mcp-server
Tags: spotify, music, playlists, audio, streaming

## AssemblyAI MCP
ID: assemblyai-mcp
Category: media
Description: Enterprise-grade speech intelligence. Transcribe audio and video with speaker diarization, sentiment analysis, topic detection, PII redaction, and auto chapters. Best-in-class accuracy.
Endpoint: npx assemblyai-mcp-server
Tags: assemblyai, transcription, stt, speaker-diarization, sentiment

## OpenAI Whisper MCP
ID: whisper-mcp
Category: media
Description: Transcribe audio to text using OpenAI Whisper. Supports 99 languages, translation to English, and timestamp generation. Run locally or via OpenAI API for production transcription.
Endpoint: npx openai-whisper-mcp
Tags: whisper, transcription, stt, multilingual, openai

## Google Cloud MCP
ID: gcp-mcp
Category: infrastructure
Description: Manage Google Cloud Platform resources: Compute Engine, Cloud Storage, BigQuery, Cloud Run, GKE, and IAM. Deploy, monitor, and scale infrastructure via the GCP API.
Endpoint: npx gcp-mcp-server
Tags: gcp, google-cloud, bigquery, cloud-run, gke

## Azure MCP
ID: azure-mcp
Category: infrastructure
Description: Manage Microsoft Azure resources: VMs, App Services, Blob Storage, Azure OpenAI, AKS, and more. Deploy and operate cloud workloads via the Azure Resource Manager API.
Endpoint: npx azure-mcp-server
Tags: azure, microsoft, cloud, aks, azure-openai

## Pulumi MCP
ID: pulumi-mcp
Category: infrastructure
Description: Infrastructure as Code using general-purpose programming languages. Deploy and manage cloud resources across AWS, Azure, GCP, and Kubernetes via Pulumi\
Endpoint: npx pulumi-mcp-server
Tags: pulumi, iac, infrastructure-as-code, cloud, devops

## SonarQube MCP
ID: sonarqube-mcp
Category: code
Description: Continuous code quality and security analysis. Query issues, security hotspots, technical debt, coverage metrics, and quality gate status across projects and branches.
Endpoint: npx sonarqube-mcp-server
Tags: sonarqube, code-quality, sast, security, technical-debt

## Codecov MCP
ID: codecov-mcp
Category: code
Description: Track code coverage across commits, PRs, and branches. Identify uncovered lines, coverage trends, and component coverage. Integrate coverage data into CI/CD and code review workflows.
Endpoint: npx codecov-mcp-server
Tags: codecov, coverage, testing, ci, code-quality

## WhatsApp Business MCP
ID: whatsapp-mcp
Category: communication
Description: Send and receive messages via WhatsApp Business API. Handle templates, media messages, interactive buttons, and message status tracking for business communication at scale.
Endpoint: npx whatsapp-business-mcp
Tags: whatsapp, messaging, business, templates, notifications

## Telegram Bot MCP
ID: telegram-mcp
Category: communication
Description: Build and operate Telegram bots via the Bot API. Send messages, manage groups, handle commands, inline queries, and webhooks. Supports media, polls, and rich UI elements.
Endpoint: npx telegram-bot-mcp
Tags: telegram, bot, messaging, notifications, webhooks

## Apify MCP
ID: apify-mcp
Category: web
Description: Run web scraping and automation Actors from the Apify platform. Access a library of 3,000+ ready-made scrapers for social media, e-commerce, search engines, and more.
Endpoint: npx apify-mcp-server
Tags: apify, scraping, automation, actors, web-crawling

## Browserbase MCP
ID: browserbase-mcp
Category: web
Description: Cloud browser infrastructure for AI agents. Run headless Chromium at scale with session management, stealth mode, CAPTCHA handling, and streaming. Purpose-built for agent web automation.
Endpoint: npx browserbase-mcp-server
Tags: browserbase, cloud-browser, headless, agents, automation

## Upstash MCP
ID: upstash-mcp
Category: data
Description: Serverless Redis and Kafka over HTTP from Upstash. MCP server for key-value caching, message queuing, and vector storage — zero connection management.
Endpoint: npx -y @upstash/mcp-server
Tags: upstash, redis, kafka, serverless, vector, cache

## Prometheus MCP
ID: prometheus-mcp
Category: infrastructure
Description: MCP server for Prometheus metrics. Run PromQL queries, inspect targets, and retrieve time-series metric data for AI-driven infrastructure monitoring.
Endpoint: npx -y prometheus-mcp-server
Tags: prometheus, metrics, promql, monitoring, time-series

## Jira MCP
ID: jira-mcp
Category: productivity
Description: MCP server for Atlassian Jira. Create, read, update, and transition issues; manage projects and sprints; run JQL queries from agent workflows.
Endpoint: npx -y @atlassian/jira-mcp
Tags: jira, issues, project-management, atlassian, sprints, jql

## PlanetScale MCP
ID: planetscale-mcp
Category: data
Description: MCP server for PlanetScale serverless MySQL. Query databases, inspect schemas, manage branches, and run deploy requests from agent workflows.
Endpoint: npx -y @planetscale/mcp-server
Tags: planetscale, mysql, serverless, database, branching

## Kafka MCP
ID: kafka-mcp
Category: data
Description: MCP server for Apache Kafka. Produce and consume messages, manage topics and consumer groups, and inspect cluster metadata from agent workflows.
Endpoint: npx -y kafka-mcp-server
Tags: kafka, messaging, event-streaming, pub-sub, confluent

## OpenTelemetry MCP
ID: opentelemetry-mcp
Category: infrastructure
Description: MCP server for OpenTelemetry. Query traces, metrics, and logs from OTEL-compatible backends (Jaeger, Zipkin, OTLP) for AI-driven observability workflows.
Endpoint: npx -y otel-mcp-server
Tags: opentelemetry, otel, traces, spans, observability, distributed-tracing

## BigQuery MCP
ID: bigquery-mcp
Category: data
Description: Google BigQuery access via MCP. Run SQL queries, manage datasets and tables, and analyze large-scale structured data directly from agents.
Endpoint: npx @modelcontextprotocol/server-bigquery
Tags: bigquery, google, sql, analytics, data-warehouse

## ClickHouse MCP
ID: clickhouse-mcp
Category: data
Description: ClickHouse OLAP database access via MCP. Execute fast analytical queries against columnar data for real-time analytics and reporting.
Endpoint: npx @clickhouse/mcp-server
Tags: clickhouse, olap, analytics, columnar, real-time

## Turso MCP
ID: turso-mcp
Category: data
Description: Turso edge SQLite database access via MCP. Query, update, and manage Turso databases — SQLite at global scale with per-tenant isolation.
Endpoint: npx @turso/mcp-server
Tags: turso, sqlite, edge, database, multi-tenant

## Fly.io MCP
ID: fly-io-mcp
Category: infrastructure
Description: Fly.io infrastructure management via MCP. Deploy apps, manage machines, inspect logs, and scale services globally from agents.
Endpoint: npx @fly-apps/mcp-server
Tags: fly.io, deployment, infrastructure, machines, scaling

## Netlify MCP
ID: netlify-mcp
Category: infrastructure
Description: Netlify deployment and site management via MCP. Trigger deploys, manage environment variables, inspect build logs, and control DNS from agents.
Endpoint: npx @netlify/mcp-server
Tags: netlify, deployment, hosting, jamstack, serverless

## Railway MCP
ID: railway-mcp
Category: infrastructure
Description: Railway infrastructure management via MCP. Deploy services, manage environment variables, inspect deployments, and scale projects from agents.
Endpoint: npx @railway/mcp-server
Tags: railway, deployment, infrastructure, postgres, hosting

## Together AI MCP
ID: together-ai-mcp
Category: ai
Description: Together AI inference API via MCP. Run open-source LLMs — Llama, Mistral, DBRX, and more — with fast parallel inference at scale.
Endpoint: npx @togetherai/mcp-server
Tags: together-ai, llm, inference, open-source, llama

## Ollama MCP
ID: ollama-mcp
Category: ai
Description: Local LLM inference via Ollama. Run Llama, Mistral, Gemma, and other models locally — no API keys, no data leaving the machine.
Endpoint: npx ollama-mcp
Tags: ollama, local-llm, privacy, llama, open-source

## LangSmith MCP
ID: langsmith-mcp
Category: ai
Description: LangSmith LLM observability via MCP. Trace agent runs, inspect prompts and outputs, evaluate quality, and debug complex chain failures.
Endpoint: npx @langchain/langsmith-mcp
Tags: langsmith, observability, tracing, evaluation, llm-ops

## Weights & Biases MCP
ID: weights-biases-mcp
Category: ai
Description: Weights & Biases ML experiment tracking via MCP. Log runs, compare metrics, manage model artifacts, and query training history from agents.
Endpoint: npx @wandb/mcp-server
Tags: wandb, mlops, experiment-tracking, model-registry, evaluation

## Plaid MCP
ID: plaid-mcp
Category: payments
Description: Plaid financial data API via MCP. Access bank accounts, transactions, balances, and income verification for fintech agent workflows.
Endpoint: npx @plaid/mcp-server
Tags: plaid, banking, transactions, fintech, income

## Chargebee MCP
ID: chargebee-mcp
Category: payments
Description: Chargebee subscription billing via MCP. Manage subscriptions, invoices, customers, and revenue metrics from agent workflows.
Endpoint: npx @chargebee/mcp-server
Tags: chargebee, subscriptions, billing, revenue, saas

## WorkOS MCP
ID: workos-mcp
Category: identity
Description: WorkOS enterprise SSO and directory sync via MCP. Manage organizations, users, SSO connections, and SCIM provisioning for B2B SaaS agents.
Endpoint: npx @workos/mcp-server
Tags: workos, sso, saml, scim, enterprise-auth

## ClickUp MCP
ID: clickup-mcp
Category: productivity
Description: ClickUp project management via MCP. Create tasks, manage spaces, update statuses, and query workload from agents.
Endpoint: npx @clickup/mcp-server
Tags: clickup, project-management, tasks, productivity, workflow

## Miro MCP
ID: miro-mcp
Category: productivity
Description: Miro visual collaboration via MCP. Create boards, add stickies and shapes, update diagrams, and export content from agents.
Endpoint: npx @miro/mcp-server
Tags: miro, whiteboard, diagram, collaboration, visual

## Coda MCP
ID: coda-mcp
Category: productivity
Description: Coda docs and tables via MCP. Read, create, and update Coda pages and rows — combining doc and database in a single workspace.
Endpoint: npx @coda/mcp-server
Tags: coda, docs, tables, automation, productivity

## Loom MCP
ID: loom-mcp
Category: communication
Description: Loom video messaging via MCP. Access video library, retrieve transcripts, manage spaces, and search recordings from agents.
Endpoint: npx @loom/mcp-server
Tags: loom, video, transcripts, async-communication, recording

## Mux MCP
ID: mux-mcp
Category: media
Description: Mux video infrastructure via MCP. Upload, transcode, and stream video at scale — plus analytics, thumbnails, and live streaming from agents.
Endpoint: npx @mux/mcp-server
Tags: mux, video, streaming, transcoding, media

## Puppeteer MCP
ID: puppeteer-mcp
Category: web
Description: Puppeteer browser automation via MCP. Navigate pages, click, fill forms, take screenshots, and extract content using headless Chrome.
Endpoint: npx @modelcontextprotocol/server-puppeteer
Tags: puppeteer, browser, automation, scraping, headless-chrome

## Stagehand MCP
ID: stagehand-mcp
Category: web
Description: Stagehand AI-native browser automation via MCP. Natural language browser control — act, extract, observe — powered by Browserbase infrastructure.
Endpoint: npx @browserbase/stagehand-mcp
Tags: stagehand, browser, ai-automation, natural-language, browserbase