PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,114 MCP servers

Voice interface for Claude Code: talk to your agent and it talks back while it works.

5
Python
MIT
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Markdown MCP — search, extract sections, list headings, find code blocks.

5
TypeScript
MIT
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Web scraping MCP — extract clean markdown, links, and metadata from any URL.

5
TypeScript
MIT
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MCP server for OneLogin API - manage users, apps, roles, and authentication

5
JavaScript
MIT
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AI visibility checker: does AI recommend your brand? GEO/AEO, runs locally, BYO keys. CLI + MCP.

5
TypeScript
MIT
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Outlook.com SNDS IP Data and IP Status reports via the OAuth-secured REST API.

5
JavaScript
MIT
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36 local developer utilities for AI agents. Hash, encoding, UUID, JWT, JSON, network, text.

5
TypeScript
MIT
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MCP server that converts OpenAPI specs into tools which can query API endpoints

5
TypeScript
MIT
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MCP server for Android automation with UI interaction, screenshots, and device control

5
Python
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Query your DevExpress XAF app: entities, controllers, actions, rules, Model Editor.

5
C#
MIT
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Oncofiles logo

Oncofiles

Active

AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.

5
Python
MIT
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MCP server for the PostFast API — schedule and manage social media posts via AI tools

5
TypeScript
MIT
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Skill History logo

Skill History

Maintained

Track download history for 70,000+ agent skills. Search and get daily snapshots.

5
TypeScript
MIT
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Pipeworx logo

Pipeworx

Maintained

Live data gateway for AI — 3,300+ tools across 750+ sources, with citations

5
Dockerfile
MIT
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Vigilis logo

Vigilis

Active

Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.

5
TypeScript
MIT
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Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

5
Python
MIT
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Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.

5
Python
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Talkies logo

Talkies

Active

Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.

5
Python
WTFPL
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MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.

5
Rust
MIT
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Search and match German public procurement tenders (OCDS) from your local LLM.

5
Rust
MIT
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Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.

5
TypeScript
MIT
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Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

5
TypeScript
MIT
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Live docs MCP server. 598+ libraries, evidence-verified answers, code audit, snippets, dispatch.

5
TypeScript
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Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

5
Python
MIT
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Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

5
Python
MIT
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MCP server for InBody body-composition data — scans, body fat, muscle mass, body water

5
Python
MIT
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Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.

5
TypeScript
MIT
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MCP server for Icelandic weather, forecasts, warnings, and earthquakes from vedur.is.

5
TypeScript
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Google Search Console MCP server — search analytics, URL inspection, and sitemaps

5
JavaScript
MIT
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AI sports betting picks, odds, injuries & line movement. 1,353+ picks, 59.6% win rate.

5
Python
MIT
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