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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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MCP server directory

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TrendingMost starsRecently updatedRecently added
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Code Execution

irskep/persistproc

MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs.

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Code Execution

PSU3D0/spreadsheet-mcp

High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform.

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Code Execution

n8daniels/RulesetMCP

Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files.

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Code Execution

JamesANZ/system-prompts-mcp-server

Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.

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Code Execution

mikusnuz/app-publish-mcp

Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.

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Code Execution

valado/pantheon-mcp

MCP server providing task specific agentic instructions. No more outdated Markdown files and synchronisation overhead.

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Code Execution

faizbawa/mcp-remote-ssh

Full SSH access for AI agents with secret-safe environment injection and automatic output redaction. Persistent sessions, structured execution, SFTP, port forwarding — secrets are fed via stdin (invisible to `ps`) and scrubbed from all tool responses before reaching the LLM. `uvx mcp-remote-ssh`

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Code Execution

Disentinel/grafema

Semantic code graph MCP server for AI coding agents. Indexes your codebase into a typed graph (functions/types/modules as nodes; CALLS/IMPORTS/DATAFLOW/EFFECTS as typed edges) and exposes 40+ tools for call-chain tracing, data-flow analysis, semantic search, and invariant checking — so agents navigate code structure instead of reading files line by line. `npm install -g grafema`

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Code Execution

jasonjmcghee/claude-debugs-for-you

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

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Code Execution

kestiny18/spring-nacos-mcp

Project-aware, read-only Nacos config & service-discovery server for Spring Cloud repos. Zero setup: auto-discovers every environment (dev/test/prod/...) from the repo's application/bootstrap files, with cross-environment key-level config diff. Single file, zero dependencies.

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Code Execution

aashari/mcp-server-atlassian-bitbucket

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

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Code Execution

dagger/container-use

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

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