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.

14,200 MCP servers

Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.

5
Rust
MIT
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Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale.

5
TypeScript
MIT
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Artel

Active

Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.

5
Python
MIT
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Search, lookup, map, and navigate OMOP medical vocabularies via AI agents

5
TypeScript
MIT
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Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and run bulk campaigns.

5
JavaScript
MIT
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Secure filesystem access for AI agents with configurable directory and file type restrictions

5
Python
Apache-2.0
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French public services: tax, property, admin, education, healthcare, security, risks, legal texts

5
TypeScript
MIT
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🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE TurboQuant.

5
JavaScript
MIT
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Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

5
Python
MIT
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Manage Komodo through AI assistants

5
TypeScript
MIT
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Local-first, source-backed continuity for AI agents via stdio MCP.

5
Python
Apache-2.0
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Thronglets

Maintained

P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p

5
Rust
MIT
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An MCP server that provides tools for managing and monitoring your Fleet Device Management instance.

5
Python
MIT
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Search Claude Code conversation history with natural language queries across all projects

5
TypeScript
MIT
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trovex

Active

Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.

5
HTML
AGPL-3.0
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Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, analytics

5
TypeScript
MIT
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Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.

5
Python
MIT
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Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.

5
JavaScript
MIT
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Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).

5
TypeScript
MIT
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MCP Server for SlimContext - AI chat history compression tools

5
TypeScript
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Standalone MCP server for Obsidian vaults — hybrid search, structured memory, 25 tools, OAuth 2.1.

5
TypeScript
MIT
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Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.

5
C
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Give your AI agents the ability to listen. Microphone capture and speech-to-text.

5
JavaScript
Apache-2.0
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Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.

5
TypeScript
MIT
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Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, self-improvement.

5
TypeScript
MIT
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Connect AI assistants to your Propstack real estate CRM (contacts, properties, deals).

5
TypeScript
MIT
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An escape guide for coding agents, providing structured thinking tools to help agents unstick.

5
TypeScript
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MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.

5
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LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

5
TypeScript
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Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.

5
TypeScript
MIT
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