MCP servers

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.

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Found: 178

Official

A local codebase index with ten MCP tools: dependency graph, git history, code health and architectural decisions without re-grepping on every step

Medium risk7.1KRepository stars
Official

Fast semantic code search for agents: returns the exact snippets instead of reading whole files and spends far fewer tokens

Medium risk6.2KRepository stars
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21st.dev MCP server and plugin: search ready React/Tailwind components and logos and generate UI from your agent

Medium risk5.9KRepository stars
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A financial analysis MCP server: 500+ methods from company statements, ratios, indicators, risk metrics and macro data

Medium risk5.4KRepository stars
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A desktop SQL workspace with a built-in MCP server: the agent reads the schema and runs queries in the same client you already use

High risk5.1KRepository stars
Official

A lightweight database workspace with an MCP server: the agent reads the schema, runs queries and explores data in PostgreSQL, MySQL and more

High risk5KRepository stars
Official

Official local MCP server for the Notion API: search, read and edit pages as Markdown, and work with databases

High risk4.7KRepository stars
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Instant REST and MCP over PostgreSQL: the agent reads an existing database through an MCP endpoint with no backend to write

Medium risk4.6KRepository stars
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An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs

Medium risk4.4KRepository stars
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A local-first workflow engine in a single binary with a built-in MCP server so an agent can inspect and run jobs

High risk4.2KRepository stars
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A Dagger MCP server that gives each agent its own container and git branch for safe parallel work

Medium risk4KRepository stars
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An MCP and CLI that let an agent control your real Chrome, with its own logins and extensions, through Playwright

High risk3.9KRepository stars
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An MCP server for long-term agent memory: compresses dialogues into atomic facts, resolves pronouns and anchors relative time to absolute dates

Medium risk3.8KRepository stars
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An open-source Kubernetes UI with a built-in MCP server: the agent inspects the cluster, diagnoses breakages and operates it with RBAC in mind

High risk3.5KRepository stars
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A self-hosted MCP and A2A gateway with identity provider integration, access control and observability for enterprise agents

High risk3.2KRepository stars
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Slack export without admin rights and a local MCP server: the agent analyzes your messages, threads, files and users

Medium risk2.8KRepository stars
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An MCP server and skill for a set of thousands of brand SVG icons: the agent searches and inserts icons with no key

Low risk2.8KRepository stars
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An MCP server for the Godot engine: connects Claude Code, Claude Desktop and Codex to a live editor to build scenes, scripts and materials

Medium risk2.7KRepository stars
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Cross-device clipboard sync with a built-in MCP server: the agent reads your copy history, and data never leaves for the cloud

Medium risk2.6KRepository stars

Financial Datasets MCP

Financial Datasets MCP Server

Official

An MCP server for the Financial Datasets API: company financials, stock and crypto prices and news for the agent

Medium risk2.3KRepository stars
Official

MCP server and CLI for flight and hotel search and booking: hundreds of airlines, real prices, booking via a tool call

High risk2.1KRepository stars
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An MCP server and plugin to build UI with the agent: curated design systems, UI prompts and layout variations

Medium risk2KRepository stars
Official

An MCP server for generating images and video from the agent: several models, a large prompt library and parallel tasks

Medium risk1.8KRepository stars

data.gouv.fr MCP

data.gouv.fr MCP Server

Official

Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent

Medium risk1.6KRepository stars

Frequently asked questions

What is an MCP server?

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.

How do I connect an MCP server to an agent?

The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.

Do I need a key or a paid account?

It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.