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

Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects.

5
Rust
MIT
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Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.

5
Python
MIT
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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 logo

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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Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.

5
Python
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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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Byte-preserving KiCad automation: 100+ tools for schematics, PCB layout, ERC, DRC, exports

5
Python
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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Run tickets, boards, OKRs and cloud coding agents in your Builderforce workspace

5
TypeScript
MIT
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Thronglets logo

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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Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools

5
TypeScript
Apache-2.0
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MCP server for Godot game engine integration — control the Godot editor with AI

5
GDScript
MIT
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Search your team's shared AI-skill library, get install commands, and save skills from your agent.

5
TypeScript
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 logo

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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Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

5
Python
MIT
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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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AgentFund logo

AgentFund

Active

Fundraising tools for AI agents on Solana: create campaigns, donate via x402, check reputation.

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

5
TypeScript
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