Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Zotero Mcp Server Write PyPI
A
zotero-mcp-server-write

MCP server exposing Zotero local write operations (DOI import, PDF import with recognition, attach PDF, add note)

Developer Tools Score 99/100 0 findings Cap. Minimal
Zread 2 implementations
A
best: zread

Zread 让你和你的 AI 都更懂代码。代码不用看,直接问。连接 zread.ai,AI 驱动的 GitHub 项目文档。

Developer Tools Best score 99/100 1 finding Cap. Minimal
Zuul PyPI
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mcp-zuul

MCP server for Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Developer Tools Score 99/100 0 findings Cap. Minimal
12306 npm
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12306-mcp

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

Developer Tools Score 98/100 0 findings 8.3k/wk Cap. Minimal
Howtocook npm
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howtocook-mcp

MCP Server for howtocook recipe database - 炫一周好饭,拒绝拼好饭

Developer Tools Score 98/100 0 findings 5.7k/wk Cap. Minimal
Ag npm
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ag-mcp

MCP server for AG-Grid to help developers integrate AG Grid into their applications

Developer Tools Score 98/100 0 findings 4.8k/wk Cap. Minimal
Express npm
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@descope/mcp-express

Descope Express MCP SDK

Developer Tools Score 98/100 0 findings 4.2k/wk Cap. Minimal
Deepwiki npm
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deepwiki-mcp

MCP Server for deepwiki

Developer Tools Score 98/100 0 findings 1.3k/wk Cap. Minimal
Open Computer Use npm
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@qwen-code/open-computer-use

Cross-platform Computer Use MCP server launcher. After install, configure open-computer-use mcp.

Developer Tools Score 98/100 1 finding 1.3k/wk Cap. Minimal
Muapi Cli npm
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muapi-cli

Official CLI for muapi.ai — generate images, videos, and audio from your terminal

Developer Tools Score 98/100 1 finding 824/wk Cap. Minimal
Mimo npm
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mimo-mcp-server

MCP Server for MiMo multimodal capabilities (image, audio, video understanding, ASR, TTS)

Developer Tools Score 98/100 0 findings 740/wk Cap. Minimal
Mana npm
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@scottymade/mana

MANA - LLM Token Optimization

Developer Tools Score 98/100 2 findings 700/wk Cap. Minimal
Respawn App Tool Filter 2 implementations
A
best: @respawn-app/tool-filter-mcp

MCP proxy server that filters tools from upstream MCP servers via regex-based deny list

Developer Tools Best score 98/100 0 findings 634/wk Cap. Minimal
Claude Octopus npm
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claude-octopus

One brain, many arms — spawn multiple specialized Claude Code agents as MCP servers

Developer Tools Score 98/100 0 findings 358/wk Cap. Minimal
OpenAPI Schema 2 implementations
A
best: mcp-openapi-schema

Exposes OpenAPI schema information to large language models.

Developer Tools Best score 98/100 0 findings 358/wk Cap. Minimal
Lenses npm
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@storybloq/lenses

Multi-lens code review MCP server — 8 specialized reviewers in parallel

Developer Tools Score 98/100 0 findings 336/wk Cap. Minimal
Firebase npm
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@livx.cc/mcp-firebase

Standalone Firebase RTDB MCP server — query, update, and manage any Firebase RTDB instance via AI agents

Developer Tools Score 98/100 0 findings 335/wk Cap. Minimal
Vscode 2 implementations
A
best: @vscode-mcp/vscode-mcp-server

MCP Server that connects to VSCode Extension via Unix Socket

Developer Tools Best score 98/100 0 findings 289/wk Cap. Minimal
Fo Semantic npm
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fo-semantic-mcp

Model Context Protocol server providing semantic search over Dynamics 365 F&O artifacts.

Developer Tools Score 98/100 0 findings 287/wk Cap. Minimal
Note npm
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note-mcp-server

MCP (stdio) server for Notes API v2 — list/read/write notes, upload images, Web Push from Cursor and compatible clients.

Developer Tools Score 98/100 0 findings 207/wk Cap. Minimal
Countly npm
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countly-mcp-server

MCP server for Countly Analytics Platform

Developer Tools Score 98/100 0 findings 197/wk Cap. Minimal
Nodejs Debugger npm
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@hyperdrive-eng/mcp-nodejs-debugger

An MCP server to debug Node.js at runtime

Developer Tools Score 98/100 1 finding 197/wk Cap. Minimal
Iridium npm
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iridium-mcp-server

MCP server for Iridium fitness data — connects AI agents to your workout, nutrition, and training data

Developer Tools Score 98/100 0 findings 185/wk Cap. Minimal
Aegiscode npm
A
aegiscode

AEGIS CLI — AI-powered coding assistant

Developer Tools Score 98/100 1 finding 162/wk Cap. Minimal