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
U2 MCP Server logo

U2 MCP Server

Maintained

Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.

6
Python
Apache-2.0
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ivygrep logo

ivygrep

Active

Local code search and task context packs for coding agents

6
Rust
MIT
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Callosium logo

Callosium

Active

One shared memory for every AI you use, in plain Markdown files you own.

6
TypeScript
Apache-2.0
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Aha.io logo

Aha.io

Active

Search, read and update Aha.io ideas, features, epics, releases, goals and comments

6
TypeScript
MIT
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Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis).

6
HTML
MIT
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Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

6
Python
MIT
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Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP.

6
TypeScript
Apache-2.0
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Drive a running Cytoscape Desktop to load, lay out, and style biological networks.

6
Java
BSD-3-Clause
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MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

6
TypeScript
MIT
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MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

6
TypeScript
MIT
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Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.

6
TypeScript
MIT
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Official MCP server for Axe DevTools for Web.

6
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Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

6
Python
Apache-2.0
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DWG MCP Server logo

DWG MCP Server

Maintained

Read-only MCP server for inspecting AutoCAD DWG files

6
Rust
GPL-3.0
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One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.

6
Python
MIT
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Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).

6
TypeScript
MIT
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Execute bash commands with background job support.

6
TypeScript
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Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + write, 35 tools.

6
JavaScript
MIT
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Chassis logo

Chassis

Active

Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end.

6
TypeScript
MIT
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Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

6
Python
Apache-2.0
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Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.

6
JavaScript
MIT
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An AI agent that runs your Avito account — 148 tools for chats, listings, promotion, orders.

6
TypeScript
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Emailens MCP logo

Emailens MCP

Maintained

Email compatibility analysis across 15 clients — preview, audit, fix, diff, deliverability.

6
TypeScript
MIT
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11 open strategy frameworks as AI-guided prompts for any MCP client.

6
JavaScript
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73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.

6
TypeScript
MIT
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MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)

6
TypeScript
MIT
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MCP server for Florentine.ai - Natural language to MongoDB aggregations

6
TypeScript
MIT
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Word AI logo

Word AI

Maintained

Structure-preserving Word DOCX editing MCP server and Office.js bridge for AI agents.

6
Python
AGPL-3.0
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Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.

6
Go
Apache-2.0
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Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

6
HTML
MIT
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