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.

Graylog Source verified 3 implementations
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best: @jperelli/graylog-mcp

MCP server for fetching data from Graylog

Developer Tools Best score 97/100 0 findings 70/wk Cap. Moderate
Instanode Source verified npm
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@instanode/mcp

MCP server for instanode.dev — lets AI coding agents provision ephemeral Postgres databases and webhook receivers over HTTPS, with optional bearer-token auth for paid users.

Developer Tools Score 97/100 0 findings 70/wk Cap. Moderate
Cachebro Source verified npm
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cachebro

File cache with diff tracking for AI coding agents. Drop-in replacement for file reads that saves ~26% tokens.

Developer Tools Score 97/100 0 findings 66/wk Cap. Moderate
Framedash Source verified npm
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@framedash/mcp-server

MCP server for Framedash game telemetry: query game analytics, heatmaps, perf regressions, retention, and alerts from Claude and other AI agents

Developer Tools Score 97/100 0 findings 63/wk Cap. Moderate
Android Skills Source verified npm
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android-skills-mcp

MCP server exposing android/skills to any MCP-capable client

Developer Tools Score 97/100 0 findings 59/wk Cap. Moderate
Molpha Source verified npm
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@molpha/mcp

MCP server exposing Molpha oracle runtime tools over the Molpha SDK.

Developer Tools Score 97/100 0 findings 53/wk Cap. Moderate
Tgfmcp Source verified npm
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tgfmcp

TypeScript stdio MCP server and CLI for Telegram bots.

Developer Tools Score 97/100 0 findings 46/wk Cap. Moderate
Modelmux Source verified 2 implementations
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best: @jrwoodcock/modelmux

MCP server that lets Claude Code, Codex, and Perplexity call each other as tools. Supports text, code, images, and PDFs passed by file path.

Developer Tools Best score 97/100 1 finding 42/wk Cap. Moderate
Clawskills Source verified npm
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clawskills-mcp

MCP server exposing ClawSkills API integration skill docs to AI agents

Developer Tools Score 97/100 0 findings 38/wk Cap. Moderate
Testflight Source verified npm
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@orellbuehler/testflight-mcp

Model Context Protocol server for TestFlight & App Store Connect: retrieve beta tester feedback (screenshots, crashes, crash logs), builds, testers, analytics and provisioning over the official App Store Connect API.

Developer Tools Score 97/100 0 findings 38/wk Cap. Moderate
Clawvec npm
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@clawvec/mcp-server

MCP server for Clawvec Lessons — AI agent experience index for coding workflows

Developer Tools Score 97/100 1 finding 37/wk Cap. Minimal
Otwa Source verified npm
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@otwa/mcp-server

Official Model Context Protocol server for otwa.cloud — provision and manage servers from Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Zed, Continue, OpenCode and other MCP-capable AI tools.

Developer Tools Score 97/100 1 finding 37/wk Cap. Moderate
GitHub Pera1 Source verified npm
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@kazuph/mcp-github-pera1

Extracts code from GitHub repositories using the Pera1 service.

Developer Tools Score 97/100 0 findings 34/wk Cap. Moderate
Sap Api Hub Source verified npm
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sap-api-hub-mcp

MCP server for SAP Business Accelerator Hub catalog, specs, and documentation behind SAP authentication

Developer Tools Score 97/100 0 findings 34/wk Cap. Moderate
Context Manager Source verified 2 implementations
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best: @asd412id/mcp-context-manager

MCP tools for context management - summarizer, memory store, project tracker, checkpoints, and smart file loader

Developer Tools Best score 97/100 1 finding 33/wk Cap. Moderate
Nodemw Source verified npm
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@xiedada/nodemw-mcp-server

MCP server for nodemw - MediaWiki API client

Developer Tools Score 97/100 1 finding 33/wk Cap. Moderate
Nuxt Migration Source verified npm
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@gapra/nuxt-migration-mcp

MCP Server for AI-assisted Nuxt 2/3 to Nuxt 3/4 migration — audits Options API, Vuex, asyncData, ESM compatibility, and generates Pinia/Composable code

Developer Tools Score 97/100 2 findings 33/wk Cap. Moderate
Shuji Bonji W3c Source verified npm
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@shuji-bonji/w3c-mcp

MCP Server for accessing W3C Web specifications

Developer Tools Score 97/100 0 findings 32/wk Cap. Moderate
Shuji Bonji Web Compat Source verified npm
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@shuji-bonji/web-compat-mcp

MCP server providing browser compatibility data from MDN BCD and W3C WebDX web-features for the entire Web Platform

Developer Tools Score 97/100 0 findings 31/wk Cap. Moderate
Github Issue Source verified npm
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mcp-github-issue

An MCP server that provides LLMs with the ability to use GitHub issues as tasks

Developer Tools Score 97/100 1 finding 30/wk Cap. Moderate
Flatten Source verified npm
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flatten-mcp

Flatten a Claude Code (or OpenAI Codex CLI) session: bulky tool output the agent already digested moves to a local backup, every word of the conversation stays, and the session resumes lighter — nothing summarized, fully reversible. The lossless alternati

Developer Tools Score 97/100 1 finding 29/wk Cap. Moderate
Velanto Source verified npm
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velanto-mcp

Model Context Protocol server for the Velanto API — create, edit, and moderate elimination-quiz packs from an AI assistant using a Personal Access Token.

Developer Tools Score 97/100 0 findings 29/wk Cap. Moderate
Perplexity Pro npm
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@mlllm/perplexity-pro-mcp

High-performance MCP server for Perplexity API integration with multi-threading support

Developer Tools Score 97/100 2 findings 27/wk Cap. Minimal
Aiready npm
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@aiready/mcp-server

The AIReady Model Context Protocol (MCP) Server for Agentic Readiness. Optimize codebases for AI agents like Cursor, Windsurf, and Claude directly via MCP.

Developer Tools Score 97/100 3 findings 26/wk Cap. Minimal