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.

37,330 MCP servers
KIKinocut logo

Kinocut

Active

Guardrailed video editing MCP server for AI agents: FFmpeg, captions, effects, and Video Receipts.

118
Python
Apache-2.0
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MCP server for RustChain blockchain, BoTTube video platform, and Beacon agent messaging

117
Python
MIT
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Access 800,000+ Federal Reserve economic time series through Claude and Cursor with FRED® data integration.

117
TypeScript
AGPL-3.0
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Search PubMed, Europe PMC, and fetch full-text articles with citations and MeSH terms via MCP.

116
TypeScript
Apache-2.0
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TRTraceWeave logo

MCP server for RTL/SoC debugging: connect simulation logs, waveforms, and source code to AI assistants.

116
Python
MIT
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Surgical PDF access for AI agents: hybrid search, selective reading, tables, OCR, and corpus tools without context overflow.

116
Python
MIT
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Live AI crypto trading signals with entry, stop-loss, take-profit, and causal reasoning—no API key needed to start.

116
Makefile
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TITiger MCP logo

Tiger MCP

Active

Manage Tiger Cloud databases and services directly from Claude, Cursor, and other AI assistants.

116
Go
Apache-2.0
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AIai.adeu/adeu logo

Translate DOCX files to Markdown for LLM editing, then apply changes back as native Word Track Changes.

115
Python
MIT
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MCP server integrating Perforce P4 version control with AI agents via structured read/write tools.

115
Python
MIT
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TypeScript SDK for Pump.fun protocol on Solana — token creation, bonding curves, trading, and fee sharing.

115
Rust
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AI-native integration with Perforce P4 version control and digital asset management.

115
Python
MIT
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Apple docs with semantic search, keyword search, and AI-reranked hybrid search for MCP clients.

114
TypeScript
MIT
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DEDeepMem logo

DeepMem

Maintained

Drop-in Mem0-compatible persistent memory for AI agents with 2× faster search and 10× lower cost.

114
Python
MIT
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Deterministic security scanning with offline-verifiable fixes—no API keys, no models required.

112
TypeScript
MIT
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VOVouch logo

Vouch

Active

Git-native, review-gated knowledge base for LLM agents with cited retrieval and audited writes.

112
Python
MIT
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Manage Auth0 applications, APIs, actions, and logs using natural language through Claude, Cursor, or Windsurf.

111
TypeScript
MIT
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AI-powered assistant for EasyEDA Pro: generate schematics, route PCBs, search components, and run DRC via MCP.

111
TypeScript
MIT
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HIHIG Doctor logo

Apple Human Interface Guidelines search, lookup, and compliance audits for AI coding agents.

110
TypeScript
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MCP server for Django project introspection, enabling AI assistants to understand and interact with Django codebases.

110
Python
MIT
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AI-powered email inbox and sending with attachments, search, live events, and webhooks.

109
PHP
MIT
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LALangfuse MCP logo

Debug Langfuse traces, sessions, and exceptions via natural language in Claude Code, Codex, or Cursor.

109
Python
MIT
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Offload routine coding tasks from Claude to a local LLM, cutting token costs and API bills.

109
JavaScript
Apache-2.0
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Serverless-native cron jobs for Next.js with retry support and MCP integration.

109
TypeScript
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Image processing pipeline for Next.js with responsive optimization using Sharp.

109
TypeScript
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Feature flags for Next.js with percentage rollouts and A/B testing, configured in one file.

109
TypeScript
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Zero-dependency rate limiting for Next.js with sliding window and token bucket algorithms.

109
TypeScript
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AES-256-GCM encrypted secrets for Next.js with no external vault required.

109
TypeScript
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Unified notifications for Next.js with multi-provider SMS, email, and push support.

109
TypeScript
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Full-text search for Next.js with BM25 scoring and fuzzy matching, no external service needed.

109
TypeScript
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