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

AI-powered image generation with Google Gemini models—Flash speed meets 4K quality

392
Python
MIT
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Free AI layer for Odoo 16+ with safe writes, multi-instance support, and 41 MCP tools—no Odoo-side setup required.

390
Python
MIT
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Free AI layer for Odoo 16+ with safe writes, multi-instance support, and 41 MCP tools—no setup required.

390
Python
MIT
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Turn your team's Slack, Discord, Teams & Mattermost chats into a self-maintaining, queryable knowledge graph and wiki.

387
Python
Apache-2.0
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PLPlanExe logo

PlanExe

Active

Turn a plain-English idea into a 40-page draft project plan via MCP in ~15 minutes.

386
Python
MIT
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ZAZapier logo

Zapier

Active

Connect AI assistants to 9,000+ apps and 40,000+ actions through Zapier's hosted MCP server.

383
MIT
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Inspect and drive Flutter debug apps with AI: semantic snapshots, widget interaction, and custom runtime tools.

382
Dart
MIT
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AKAkTools MCP Server logo

Query stock, crypto prices, financial indicators, and market news via akshare through MCP.

382
Python
MIT
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AI-assisted debugging for Sega Master System, Game Gear, and SG-1000 emulation via MCP server.

376
C++
GPL-3.0
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Local-first documentation for AI agents — offline, instant, private doc retrieval.

376
TypeScript
Apache-2.0
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Ephemeral neural network swarm orchestration with WebAssembly acceleration and 84.8% SWE-Bench solve rate

374
Rust
MIT
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Organize Claude Code and Codex CLI config, memories, skills, MCP servers, and agents in one cross-harness dashboard.

369
JavaScript
MIT
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Local RAG server for searching private documents without sending them to APIs

369
TypeScript
MIT
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AI-native MCP server for designing Cisco network diagrams (L1/L2/L3) directly from LLM conversations.

367
Python
Apache-2.0
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PAPageIndex MCP logo

PageIndex MCP

Maintained

Reasoning-based RAG for chatting with long PDFs using hierarchical tree structures instead of vectors.

365
TypeScript
MIT
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18 Google Maps tools for AI agents — geocode, search, directions, weather, elevation, and more.

363
TypeScript
MIT
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AI-powered Anki flashcard management: review, create, and organize cards through natural language with AnkiConnect.

362
TypeScript
MIT
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COContext Engine logo

Context Engine

Maintained

Compress logs, retrieval chunks, and code context into structured LLM-ready signal for agents and AI coding.

357
Python
MIT
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REREA logo

REA

Active

Reverse engineer apps and binaries with AI agents—understand features without source code.

357
TypeScript
MIT
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Geospatial intelligence for AI: geocoding, routing, POI search, isochrones, and map rendering via Mapbox APIs.

352
TypeScript
MIT
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Drive the AgentMark API — traces, datasets, scores, deployments — from Claude Code, Cursor, or any MCP client.

351
TypeScript
AGPL-3.0
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Access SEC EDGAR filings, financial statements, and insider trading data with exact numeric precision.

350
Python
AGPL-3.0
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Real-time Chinese railway ticket query via 12306 API integrated with MCP for AI assistants

349
Python
MIT
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Build, validate, simulate, and deploy event pipelines with config-as-code tracking that you own and version.

347
TypeScript
MIT
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Generate, parse, and validate walkerOS data-elb HTML tagging attributes for event collection

347
TypeScript
MIT
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Search 18M+ legal documents across 110+ countries — case law, legislation, and doctrine from official sources.

345
Python
AGPL-3.0
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Official MCP server exposing DeepSeek V4 chat, FIM completion, model listing, and balance endpoints.

344
TypeScript
MIT
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Unified web search, AI answers, GitHub code search, and web extraction across Tavily, Brave, Kagi, Exa, Linkup, and Firecrawl.

343
TypeScript
MIT
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OYOya Browser logo

Real Chrome for agents: start a browser, read pages as numbered markdown, click, type, and automate with built-in automation.

339
TypeScript
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MUmu.micro/mu logo

A personal agent with 67 tools: email, news, search, weather, markets, files, calendar, contacts—self-hosted or cloud, one Go binary.

336
Go
AGPL-3.0
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