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
MIMidas logo

Midas

Active

Local-first agent memory that persists across sessions—no LLM at ingest, fully offline, $0 per message.

13
Python
MIT
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YAYADE MCP Server logo

YADE MCP Server

Maintained

MCP server for YADE discrete element method engine — run simulations, browse API docs, and execute code through natural conversation.

13
Python
MIT
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Give Claude live access to SAP ABAP systems via ADT: read, search, check, test, and edit objects without add-on installation.

13
JavaScript
MIT
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ZIZiplark logo

Ziplark

Active

Archive server: extract & create ZIP, 7z, tar, gz/xz/zst; read RAR/RAR5 & ISO with AES-256 encryption.

13
HTML
MIT
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DMCA takedown & host-reveal for AI agents—find who really hosts an infringing URL, even behind Cloudflare.

13
MIT
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AIaispace logo

aispace

Active

Secure temporary file sharing for AI agents with expiring links and optional encryption.

13
Go
MIT
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Read-only fantasy league analysis for ESPN, Yahoo, and Sleeper—ask your AI about start/sit, waivers, trades, and matchups.

12
TypeScript
MIT
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COco.axiom/mcp logo

Query and explore Axiom datasets with APL, schemas, and AI-powered prompts for monitoring and anomaly detection.

12
TypeScript
MIT
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ASAstravue MCP logo

Manage projects, tasks, and time tracking in Astravue through natural language in Claude, Cursor, and other AI tools.

12
Apache-2.0
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Search Glassdoor job listings and read full postings with employer ratings and salary provenance as JSON.

12
JavaScript
MIT
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Semantic code search for AI agents with hybrid AST-aware understanding across 166 languages.

12
Python
Apache-2.0
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164 tools for US/HK market trading, quotes, options, fundamentals, DCA, grid trading, and portfolio analytics via Longbridge brokerage.

12
Rust
Apache-2.0
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AI-native developer toolkit for Avalanche: scaffold dapps, deploy contracts, and read chain state from Claude or Cursor.

12
TypeScript
MIT
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AI-powered video generation from structured JSON—render MP4s via the ClipKit Protocol.

12
TypeScript
Apache-2.0
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INInfraNode logo

InfraNode

Maintained

Keyless open data for 84 German cities: weather, transit, air quality, energy, and 67+ data types via REST API and MCP.

12
Python
Apache-2.0
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AI discovers, evaluates, and installs MCP servers from Official Registry, Glama, and Smithery.

12
TypeScript
AGPL-3.0
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SASavecraft logo

Savecraft

Maintained

Real save game data and expert game knowledge for AI assistants.

12
Go
Apache-2.0
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Self-hosted Chrome for AI agents with live noVNC view and human takeover capability.

12
Python
Apache-2.0
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AI-powered cybersecurity reconnaissance and attack surface mapping for LLM agents.

12
Python
MIT
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AI-agent-friendly Amazon catalog auditing tool with 14 quality checks and live Seller Central integration.

12
Python
MIT
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Local semantic search and graph analysis for your codebase—give AI agents the right context without leaving your machine.

12
JavaScript
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RERepoRelay logo

RepoRelay

Active

Give AI safe, bounded read-only access to one approved repository without exposing your machine.

12
TypeScript
MIT
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Bitemporal engineering knowledge graph for AI coding agents—structured repository context with provenance and freshness.

12
Python
MIT
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INInfrawise logo

Infrawise

Active

Live AWS, database & Kafka infrastructure context for AI coding assistants.

12
TypeScript
MIT
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Manage ad campaigns across 19 platforms—create, pause, adjust budgets, and pull performance data via AI.

12
JavaScript
MIT
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CICIPP logo

CIPP

Active

AI-powered M365 multi-tenant management for MSPs via CIPP integration

12
TypeScript
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SASageMath logo

SageMath

Active

Sandboxed SageMath MCP server with 40 tools for symbolic math, calculus, linear algebra, and verification.

12
Python
MIT
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AGAgentic HIL logo

AI agents develop firmware on real hardware: flash, test, and iterate with policy-gated hardware access.

12
Python
Apache-2.0
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Access Japanese financial disclosures (EDINET) with normalized financial statements, metrics, and narrative sections for 5,000+ listed companies.

12
Python
Apache-2.0
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Control ProPresenter 7 presentations via Claude with 231 API endpoints across 27 functional groups.

12
TypeScript
MIT
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