Developer Tools MCP Servers
Code, Git, APIs, SDKs, CI/CD, developer workflows, and local developer tooling.

MCP Light Memory
Published by GitHub account PeterPirog
A local-first persistent memory server that lets coding agents checkpoint work and retrieve past decisions, gotchas and constraints across sessions.

Perseus: MCP server and live context engine
Published by GitHub account Perseus-Computing-LLC
Local-first MCP server that resolves git state, services and tests into live context for an AI coding agent.

Perf Mcp
Published by GitHub account Perf-AI
Fact-checks and repairs AI-generated output: detects hallucinations, validates and fixes JSON against a schema, and routes chat requests to a chosen model.

Legalithm Mcp Server
Published by GitHub account PedramMadani
Offline MCP server that classifies AI features under the EU AI Act, explains obligations and drafts Article 50 disclosures.

Paydirt
Published by GitHub account Paydirt-AI
Lets a coding agent install Paydirt's iOS feedback SDK into an app, create feedback forms, route responses to Slack, and read raw feedback.

PayRam Helper MCP Server
Published by GitHub account PayRam
Remote MCP server that helps an AI agent plan, install, diagnose and operate a self-hosted PayRam crypto payment gateway.

Media Forge
Published by GitHub account PavelGuzenfeld
Local MCP server that turns text DSLs into diagrams, charts, self-contained HTML pages and slide decks, returning file paths to embed in Markdown docs.

Gemini
Published by GitHub account PavelGuzenfeld
Local MCP server that exposes Google Gemini models as tools so an assistant can ask questions, analyze code, and hold multi-turn chats.

Subgraph Registry Mcp
Published by GitHub account PaulieB14
Searches a bundled snapshot of 15,452 classified Graph Network subgraphs and prepares bounded GraphQL starters for an assistant.

Gitee MCP Server
Published by GitHub account PaulSeth
A local MCP server that lets an AI assistant manage Gitee repositories in natural language: repository stats, issues, stargazers and Chinese CHANGELOGs from git

Devkit For Strapi Mcp
Published by GitHub account PaulRichez
Reads a Strapi project's code statically so an assistant can look up real UIDs, schemas, routes and refs, and plan reviewed refactors.

IndieStack
Published by GitHub account Pattyboi101
IndieStack lets an AI coding agent search a curated catalog of developer tools, validate packages before install, and check tool compatibility.

Stylespeak
Published by GitHub account Patrizzos
Local MCP server and CLI that makes CSS legible to AI agents: it resolves the cascade, traces properties, previews change impact and explains what applies and,

Stylesafe
Published by GitHub account Patrizzos
Local MCP server and CLI that detects CSS cascade conflicts and conflicting Tailwind utilities in a project's styles before they ship.

Envspeak
Published by GitHub account Patrizzos
Local MCP server and CLI that resolves which config source wins for an environment variable across .env files, Docker Compose and Kubernetes, and explains why.

Tenpace Review Router
Published by GitHub account Patrax
Hosted MCP server that proposes a GitHub-to-Slack pull request routing setup and returns a short-lived browser link for a human to authorize.

Patent PreCheck
Published by GitHub account Patent-PreCheck
A keyless patentability pre-check server that lets an assistant score an invention or code against USPTO statutory pillars, find prior art, and assess filing or

Piia Engram
Published by GitHub account Patdolitse
Local-first AI identity layer that lets coding assistants share your preferences, lessons, decisions and project context from files you own.

Oriel
Published by GitHub account ParadoxInfinite
Oriel exposes a safety-gated MCP server that lets an assistant inspect and manage Docker and Colima containers, images, volumes, networks and Compose stacks.

Omni Scanner
Published by GitHub account Pantheon-LadderWorks
Omni Scanner is a local MCP server that exposes 55 read-only codebase scanners for git health, architecture, documentation and dependency analysis.

tdmcp — TouchDesigner MCP server
Published by GitHub account Pantani
Lets an AI assistant build, inspect and preview TouchDesigner node networks from plain-language prompts via a local bridge.

ableton-mind — Ableton Live MCP server
Published by GitHub account Pantani
MCP server that lets an assistant inspect and control an Ableton Live session through the Live Object Model, with device knowledge and music recipes.

Panelica Mcp
Published by GitHub account Panelica
Lets an assistant manage a Panelica hosting panel in plain English through 404 scoped, HMAC-signed tools covering domains, DNS, SSL, email, databases and more.

I1n
Published by GitHub account Pakvothe
i1n's MCP server lets an AI coding assistant extract hardcoded strings, push keys, AI-translate them and pull typed locale files in your repo.