Developer Tools MCP Servers — Page 8

io.github.James-Chahwan/repo-graph

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

io.github.JinyangWang27/people-context

Local-first MCP server giving AI agents contextual knowledge about the people in your life

io.github.aborruso/ckan-mcp-server

MCP server for interacting with CKAN open data portals

io.github.bnymnDev/shopware-mcp

Query and safely manage a Shopware 6 shop: products, orders, customers, stock, audits, reports.

io.github.JustasMonkev/mcp-accessibility-scanner

MCP server for automated web accessibility scanning with Playwright and Axe-core.

io.github.aicanvas-me/aicanvas

Browse and install 75+ free animated, shadcn-compatible React components from AI Canvas.

Huly MCP

Huly MCP: feature-complete MCP server for Huly integration

io.github.buildkite/buildkite-mcp-server

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

io.github.Antonytm/mcp-sitecore-server

A Model Context Protocol server for Sitecore

io.github.ethbak/icon-composer-mcp

CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+)

io.github.drhalto/agentmako

Local-first codebase intelligence MCP server for AI coding agents.

io.github.henilcalagiya/mcp-apple-notes

MCP server for Apple Notes integration using AppleScript with full CRUD operations

Suno by Ace Data Cloud

Create Suno music, lyrics and covers with Ace Data Cloud; retrieve the same task for results.

io.github.ariffazil/aaa-mcp

Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

Heimdall

Every App Store Connect + StoreKit 2 endpoint. 902 tools in 13 profiles, narrow to 27.

io.github.DavidFuchs/mcp-uptime-kuma

A Model Context Protocol (MCP) server for Uptime Kuma version 2.

argot

Read-only context and complete checks against patterns learned from git history. Local; no LLM.

io.github.alphaonedev/ai-memory

Persistent memory for any AI — zero token cost until recall

io.github.gokmengokhan/endnote-mcp

Search, cite, and read PDFs from your EndNote library in Claude Desktop

io.github.kapillamba4/code-memory

Local semantic code search with Git history. Works offline, no API key needed.

io.github.KyuRish/mcp-dashboards

45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

io.github.leshchenko1979/fast-mcp-telegram

Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API

io.github.looptech-ai/understand-quickly

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

io.github.zazencodes/random-number-mcp

Essential random number generation utilities from the Python standard library

io.github.Epochal-dev/open-notebook

MCP server that wraps the Open Notebook API

io.github.floomhq/floom

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

io.github.kubently/kubently

Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently

Rootly

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

io.github.alvinindra/figma-mcp-rust

Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.

io.github.CSCSoftware/aidex

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

GitLab MCP Server

Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.

io.github.Alejandro-M-P/git-courer

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

Forums

Ask any GitHub repository a question. Get source-backed answers.

io.github.francesco0242/matchcn

Semantic index across shadcn-format component registries: find components by what they do.

io.github.zenml-io/mcp-zenml

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

io.github.Cifero74/mcp-apple-music

Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

Gate MCP

Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.

Agent360 Browser MCP

Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.

io.github.ataberk-xyz/gossipcat

Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

io.github.bakhtiersizhaev/openevidence-mcp

Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

io.github.christian289/wpf-dev-pack-mcp

Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.

io.github.esperanza-volkov/confdiff-mcp

Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents

io.github.Abhigyan-Shekhar/Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

io.github.introfini/mcp-server-zotero-dev

MCP server enabling AI assistants to build, test, and debug Zotero plugins

io.github.jakobwennberg/fortnox

MCP server for Fortnox Swedish accounting API integration

io.github.anzy-renlab-ai/pronounce

How engineers pronounce developer jargon — 1,903 confidence-tagged entries with citations.

io.github.BetaBots-LLC/callimachus

MCP server for Callimachus: local index and search of your AI coding-agent threads

io.github.dweekly/quicken-mac-mcp

Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.