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

Runtime policy enforcement for AI agents: control tool access, approvals, memory, and audit trails.

108
Rust
View repository →

Shared memory and orchestration for multi-agent coding projects with vector RAG and local-first persistence.

108
TypeScript
View repository →
SASAP HANA CLI logo

150+ SAP HANA database tools as MCP tools for AI assistants

107
JavaScript
Apache-2.0
View repository →

Free-first web search MCP for English and Chinese queries with zero API keys and inspectable evidence.

107
TypeScript
Apache-2.0
View repository →

Kinematic motion as text: author, validate, and render 3D human movement with shareable playground links.

107
TypeScript
Apache-2.0
View repository →

Talk to your Whoop wearable with AI — 49 tools for full read/write access to metrics, workouts, journal, and more.

106
TypeScript
View repository →

Integrate LLMs into SilverBullet markdown notes with AI chat, RAG, agents, and image generation.

105
TypeScript
AGPL-3.0
View repository →

Google Maps Platform documentation and code samples grounded in official resources for AI-assisted development.

105
TypeScript
Apache-2.0
View repository →

Give any LLM its own isolated Docker sandbox with browser, terminal, code execution, and document creation skills.

104
Python
View repository →

Auto-resolves trivial Git merge conflicts so AI agents focus on complex hunks.

104
TypeScript
MIT
View repository →

76% fewer MCP tokens with schema validation and result recovery—same upstream calls, exact recovery.

104
TypeScript
MIT
View repository →

80+ code intelligence tools for impact analysis, navigation, and architecture understanding

103
Go
View repository →

Delegate research, writing, analysis, and data work to vetted human experts directly from your AI assistant.

103
Python
MIT
View repository →
BEBeatDesign logo

Local-first open-source AI media workbench with infinite Canvas, video editor, and MCP agent integration.

103
TypeScript
Apache-2.0
View repository →
JEjevmem logo

jevmem

Active

Automatic project memory for Claude Code, Cursor, and Codex—saves decisions, constraints, bugs, and dead ends.

102
TypeScript
MIT
View repository →

Access real-world web data with AI using Oxylabs Web Scraper and AI Studio APIs through MCP.

101
Python
MIT
View repository →

AI-powered competitor intelligence in 30 seconds — SEO, traffic, social, Product Hunt, and growth strategy analysis

101
HTML
View repository →
DOdoc-scraper logo

Crawl documentation sites into local Markdown corpora for offline LLM search and analysis.

101
Go
Apache-2.0
View repository →

Fetch and process web content from any URL using Oxylabs Web Scraper API and AI Studio tools.

101
Python
MIT
View repository →
MAmacOS-MCP logo

macOS-MCP

Active

AI-powered macOS desktop automation via Accessibility API—no vision required.

100
Python
MIT
View repository →

Cloud-powered MCP platform for deploying autonomous agent swarms, sandboxes, and workflow automation with gamified challenges and credit-based economics.

100
JavaScript
View repository →
RERevit MCP logo

Revit MCP

Active

AI-powered Revit control through 173 MCP tools backed by 76 professional BIM SOPs.

100
C#
View repository →
CRCrawlie logo

Crawlie

Maintained

Fast, free technical SEO + GEO crawler for broken links, metadata, and 40+ AI-search checks — with plain-English fixes.

99
Rust
View repository →
DODocsMint logo

DocsMint

Active

Cloud or self-hosted knowledge workspace with hybrid search, GraphRAG, and MCP tools for AI agents.

99
TypeScript
Apache-2.0
View repository →

Open-source OTA update framework for Capacitor apps—ship web updates without app store reviews.

99
TypeScript
MIT
View repository →

AI-powered MediaWiki access: read and write pages, query data, manage wikis through standard MCP tools.

99
TypeScript
MIT
View repository →
WAWayfinder logo

Wayfinder

Active

Visual history of AI collaboration—see how your coding, research, and design projects evolved with AI.

99
JavaScript
MIT
View repository →

AI-assisted development for SAP CAP applications with semantic search of models and documentation.

99
JavaScript
Apache-2.0
View repository →

Search your Obsidian vault with hybrid full-text, fuzzy, semantic, and graph retrieval—locally and offline.

99
TypeScript
MIT
View repository →
LOloci logo

loci

Active

Cross-session memory and hybrid RAG over your notes and docs—local-first, with cited answers.

98
Python
MIT
View repository →