# Agent Connectors

> A directory of Model Context Protocol servers and other agent connectors, with a page for every listing and machine-readable indexes for agents.

## What this file is

This file is a navigation index, not the full catalog. Listing text, source URLs, and last-checked dates are in llms-full.txt and in each tool's JSON. This directory does not publish star counts or download counts.

## How to cite

Name the listing, this directory, and the source URL from the listing page or JSON. Example: Filesystem, listed by Agent Connectors (https://agentconnectors.dev/tools/filesystem), described from the source URL on that page. A listing is not an endorsement. Paid placements are labelled Featured or Sponsored. An Enriched badge means we applied the owner-supplied description and links after a link check on those URLs. Ownership confirmation is optional. It does not mean functionality testing, a security audit, an endorsement, a ranking, or guaranteed traffic, leads, citations, or revenue.

## How listings are chosen

The first listings come from the Model Context Protocol servers README. The official MCP Registry is a second source. Registry descriptions on this site are paraphrased, and a dated link check is not a functionality test. See the about page.

- [About](https://agentconnectors.dev/about)
- [What are agent connectors](https://agentconnectors.dev/what-are-agent-connectors): definition of an agent connector and how to read a listing.

## Connect from an agent (MCP)

- Endpoint: https://agentconnectors.dev/mcp (Streamable HTTP, no auth, read-only). Tools: search_tools, get_tool, list_categories. This does not run or test the listed servers.
- Server card: https://agentconnectors.dev/mcp/server-card
- AI catalog: https://agentconnectors.dev/.well-known/ai-catalog.json
- [OpenAPI](https://agentconnectors.dev/openapi.json)
- [Connect](https://agentconnectors.dev/connect)

## Sponsored

Paid placements are labelled Featured or Sponsored on the listing line and in the JSON index. Enriched listings are labelled Enriched. An Enriched badge means we applied the owner-supplied description and links after a link check on those URLs. Ownership confirmation is optional. It does not mean functionality testing, a security audit, an endorsement, a ranking, or guaranteed traffic, leads, citations, or revenue.

- [Sponsor plans](https://agentconnectors.dev/sponsor)
- [Pricing](https://agentconnectors.dev/pricing)

## Categories

- [Reference servers](https://agentconnectors.dev/categories/reference): Reference MCP servers maintained with the protocol SDKs. The upstream README presents them as educational examples, not production services. (7 listings)
- [Search and retrieval](https://agentconnectors.dev/categories/search): Connectors that search the web or a remote index and return results an agent can read. (25 listings)
- [Browser and automation](https://agentconnectors.dev/categories/browser): Servers that drive a browser or device so an agent can open pages, inspect them, or run UI checks. (9 listings)
- [Payments and billing](https://agentconnectors.dev/categories/payments): Connectors for invoices, checkout, billing, and payment APIs. (15 listings)
- [Finance and markets](https://agentconnectors.dev/categories/finance): Connectors for market data, trading, and on-chain account information. (29 listings)
- [Maps and location](https://agentconnectors.dev/categories/location): Connectors for maps, places, routes, and other location data. (14 listings)
- [Observability](https://agentconnectors.dev/categories/observability): Connectors for logs, traces, metrics, and incident data. (25 listings)
- [Security](https://agentconnectors.dev/categories/security): Connectors for auth, scanning, secrets, and security findings. (19 listings)
- [Data and databases](https://agentconnectors.dev/categories/data): Connectors that query or manage databases, warehouses, and vector stores. (56 listings)
- [Knowledge and documents](https://agentconnectors.dev/categories/knowledge): Connectors for documents, wikis, retrieval over private content, and knowledge graphs. (34 listings)
- [Media and voice](https://agentconnectors.dev/categories/media): Connectors for images, video, slides, and speech. (19 listings)
- [Communication](https://agentconnectors.dev/categories/communication): Connectors for chat, email, SMS, and notifications. (22 listings)
- [Developer tools](https://agentconnectors.dev/categories/developer): Connectors for source control, CI, editors, code hosts, and other coding tools. (51 listings)
- [Cloud and infrastructure](https://agentconnectors.dev/categories/cloud): Connectors for cloud accounts, infrastructure, and deployment platforms. (25 listings)
- [Commerce](https://agentconnectors.dev/categories/commerce): Connectors for storefronts, catalogs, and commerce APIs. (4 listings)
- [Productivity](https://agentconnectors.dev/categories/productivity): Connectors for tasks, calendars, tickets, and team workflows. (15 listings)
- [Platform connectors](https://agentconnectors.dev/categories/platforms): MCP servers that do not fit a narrower category. (161 listings)

## API

- [Schema](https://agentconnectors.dev/api)
- [First page of tools](https://agentconnectors.dev/api/tools.json?limit=50)
- [All tools](https://agentconnectors.dev/api/tools.json?limit=all)
- Per-tool JSON: https://agentconnectors.dev/api/tools/{slug}.json
- Per-tool page: https://agentconnectors.dev/tools/{slug}
The default page is 50 listings. Use `page` for the next page, `limit` from 1 to 100, or `limit=all` for the whole catalogue. Follow `next` until it is null. Page 1 is not the whole catalogue. `llms-full.txt` and the sitemap list every listing without calling this endpoint.

## Machine-readable

- Markdown: https://agentconnectors.dev/index.md, https://agentconnectors.dev/tools/{slug}.md, https://agentconnectors.dev/categories/{slug}.md, and https://agentconnectors.dev/compare/{pair}.md. The homepage, a listing, a category, and a compare page return the same Markdown when the request prefers text/markdown over text/html. The sitemap lists the HTML pages.
- [Full text](https://agentconnectors.dev/llms-full.txt)
- [Sitemap](https://agentconnectors.dev/sitemap.xml)
- [Changelog](https://agentconnectors.dev/changelog)
- [RSS feed](https://agentconnectors.dev/feed.xml)
- [Weekly roundups](https://agentconnectors.dev/weekly)
- [Weekly RSS feed](https://agentconnectors.dev/weekly/feed.xml)
- [New listings RSS](https://agentconnectors.dev/new/feed.xml)
- [Use with your agent](https://github.com/JaniJegoroff/agent-connectors-mcp): read-only MCP server for this directory. The code is public on GitHub. It is not on npm. It has been on the official MCP Registry since Oct 19, 2026 as io.github.JaniJegoroff/agent-connectors-mcp (remote). It does not run the listed servers.
- Remote: https://agentconnectors.dev/mcp

## Comparisons

These pages list listings in alphabetical order. The page name is not a performance ranking. Paid placements do not add, remove, or reorder rows.

- [Best MCP servers for web search](https://agentconnectors.dev/best/web-search)
- [Best MCP servers for browser automation](https://agentconnectors.dev/best/browser-automation)
- [Best MCP servers for databases](https://agentconnectors.dev/best/databases)
- [Best MCP servers for GitHub and code](https://agentconnectors.dev/best/github-code)
- [Best MCP servers for docs and knowledge](https://agentconnectors.dev/best/docs-knowledge)
- [Best MCP servers for observability](https://agentconnectors.dev/best/observability)

## Pair comparisons

These pages compare two MCP implementations from the same category. Publisher class, status, transport, auth, tool coverage, hosting, and last checked appear only with a source. A field without one says Not documented upstream. The page is not a ranking.

- [Compare listings](https://agentconnectors.dev/compare)
- [Auth0 MCP server vs WorkOS MCP server](https://agentconnectors.dev/compare/auth0-vs-workos): Security
- [Brave Search MCP server vs Tavily MCP server](https://agentconnectors.dev/compare/brave-search-official-vs-tavily): Search and retrieval
- [Browserbase MCP server vs Browserless MCP server](https://agentconnectors.dev/compare/browserbase-vs-browserless): Browser and automation
- [Browserbase MCP server vs Playwright MCP server](https://agentconnectors.dev/compare/browserbase-vs-playwright): Browser and automation
- [ClickHouse MCP server vs Snowflake MCP server](https://agentconnectors.dev/compare/clickhouse-vs-snowflake): Data and databases
- [Composio MCP server vs Zapier MCP server](https://agentconnectors.dev/compare/composio-vs-zapier): Platform connectors
- [Exa MCP server vs Tavily MCP server](https://agentconnectors.dev/compare/exa-vs-tavily): Search and retrieval
- [Firecrawl MCP server vs Tavily MCP server](https://agentconnectors.dev/compare/firecrawl-vs-tavily): Search and retrieval
- [GitHub MCP server vs GitLab MCP server](https://agentconnectors.dev/compare/github-vs-gitlab): Developer tools
- [Make MCP server vs Zapier MCP server](https://agentconnectors.dev/compare/make-vs-zapier): Platform connectors
- [MongoDB MCP server vs PostgreSQL MCP server](https://agentconnectors.dev/compare/mongodb-vs-postgresql): Data and databases
- [Grafana MCP server vs New Relic MCP Server](https://agentconnectors.dev/compare/grafana-vs-new-relic): Observability
- [Neon MCP server vs Supabase MCP server](https://agentconnectors.dev/compare/neon-vs-supabase): Data and databases
- [PayPal MCP server vs Stripe MCP server](https://agentconnectors.dev/compare/paypal-vs-stripe): Payments and billing
- [Playwright MCP server vs Puppeteer MCP server](https://agentconnectors.dev/compare/playwright-vs-puppeteer): Browser and automation
- [Redis MCP server vs Upstash MCP server](https://agentconnectors.dev/compare/redis-vs-upstash): Data and databases