Developer Tools MCP Servers

Developer Tools topic — 522 MCP servers, ranked by GitHub stars.

A

ARBuilder

Development

AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus smart contracts, SDK bridging, full-stack dApps, and Orbit…

★ 24 MCP Server
B

bugsnag-mcp

Development

An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)

★ 24 MCP Server
D

Delimit — The merge gate for AI-written code

Development

The merge gate for AI-written code, with signed, replayable attestation.

★ 23 MCP Server
H

higress-ops-mcp-server

Development

MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and…

★ 23 MCP Server
S

Selvedge

Development

Decision provenance for AI-coded codebases: the why, and what was already tried and rejected.

★ 23 MCP Server
M

mac-monitor-mcp

Development

Identifies resource-intensive processes on macOS and provides performance improvement suggestions.

★ 23 MCP Server
C

Claude FAF

Development

Persistent project context for Claude. IANA-registered .faf format.

★ 23 MCP Server
A

Agent Droid Bridge

Development

MCP server giving AI agents eyes and hands inside Android devices via ADB

★ 22 MCP Server
M

mcp-zuul

Development

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

★ 21 MCP Server
K

Kivgraph

Development

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

★ 21 MCP Server
M

Mneme Decision MCP

Development

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

★ 21 MCP Server
S

sequa-mcp

Development

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

★ 21 MCP Server
P

perfetto-mcp-rs

Development

MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQL queries on `.perfetto-trace` / `.pftrace` files via…

★ 21 MCP Server
S

simctl-mcp

Development

A MCP server implementation for iOS Simulator control.

★ 20 MCP Server
R

rag-rat

Development

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

★ 20 MCP Server
C

currents-mcp

Development
Official

Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).

★ 20 MCP Server
E

excel-vision-mcp

Development

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

★ 20 MCP Server
P

primitiv

Development

Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single…

★ 19 MCP Server
M

mcp-code-runner

Development

An MCP server for running code locally via Docker and supporting multiple programming languages.

★ 18 MCP Server
M

mcp-server

Development
Official

Enables AI agents to interact with ConfigCat, a feature flag service for teams.

★ 18 MCP Server
M

mcp-prompt-engine

Development

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

★ 18 MCP Server
A

Axint

Development

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

★ 17 MCP Server Reachable
U

ui-annotator-mcp

Development

Annotates any web page with hover labels for AI assistants — zero extensions, any browser

★ 17 MCP Server
P

Patchloom

Development

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

★ 17 MCP Server
R

replicant-mcp

Development

Android MCP server for AI-assisted development. Build, test, emulate, and automate.

★ 17 MCP Server
F

firefly-mcp

Development
Official

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).

★ 16 MCP Server
C

CodeWiki MCP — AI-generated docs for GitHub repos

Development

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

★ 16 MCP Server
N

naja-scope

Development

Lets AI agents explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) without pasting RTL into context: trace…

★ 16 MCP Server
A

agent-skill-loader

Development

Dynamically load Claude Code skills into AI agents without copying files.

★ 15 MCP Server
G

GraphPilot

Development

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

★ 15 MCP Server
T

tokenchit

Development

Reads the Claude Code, Codex and OpenCode usage logs already on your machine: token totals, per-day and per-hour activity, per-agent and…

★ 15 MCP Server
F

fastmcp-sonarqube-metrics

Development

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics…

★ 14 MCP Server
A

ASP.NET Core Debugger — MCP Server for AI Agents

Development

MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.

★ 14 MCP Server
M

memorydetective

Development

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

★ 13 MCP Server
V

vs-token-safer

Development

Routes an AI coding agent's code search through an official language-server index (clangd / Roslyn / tsserver / pyright) instead of grep,…

★ 13 MCP Server
C

clarifyprompt-mcp

Development

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

★ 13 MCP Server
D

DevDocs-MCP

Development

Local DevDocs MCP Server (Developer Docs with project specific context awareness)

★ 13 MCP Server
C

context-rot-detection

Development

Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue.…

★ 13 MCP Server
L

locust-mcp-server

Development

Locust MCP Server for performance testing

★ 13 MCP Server
F

fenestra

Development

Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.

★ 13 MCP Server
S

skill-ninja-mcp-server

Development

Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace…

★ 12 MCP Server
N

n8n-mcp

Development

MCP server for n8n: generate, lint, explain failed executions, drive live n8n via REST.

★ 12 MCP Server
S

swift-patterns-mcp

Development

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code…

★ 12 MCP Server
U

unified-diff-mcp

Development

Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for…

★ 12 MCP Server
R

RestCsvMcpServer

Development

An MCP server for CSV files.

★ 12 MCP Server
P

pharo-smalltalk-interop-mcp-server

Development

Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project…

★ 12 MCP Server
N

noisy-studio

Development

Voice interface for Claude Code: talk to your agent and it talks back while it works.

★ 12 MCP Server
B

bldbl-mcp

Development
Official

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks,…

★ 11 MCP Server
M

mcp-gitlab-jira

Development

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

★ 11 MCP Server
N

npm-package-docs-mcp

Development

MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository…

★ 11 MCP Server
G

gitingest-mcp

Development

A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its…

★ 11 MCP Server
I

ios-mcp-code-quality-server

Development

iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed…

★ 10 MCP Server
M

MCP_AI_SOC_Sher

Development

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

★ 10 MCP Server
E

echo-mcp

Development

A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.

★ 10 MCP Server
C

conan-mcp

Development
Official

Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security…

★ 10 MCP Server
G

gavel

Development

Code-quality gate for Bazel monorepos: runs lint, coverage and architecture checks off the build graph and returns a pass/fail verdict an…

★ 10 MCP Server
M

memorylens-mcp

Development

MCP server for .NET memory profiling — in-process heap snapshots via EventPipe with leak heuristics

★ 10 MCP Server
A

apifable

Development

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

★ 10 MCP Server
G

garmin-documentation-mcp-server

Development

Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples

★ 10 MCP Server
C

codebeamer-mcp

Development

Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations,…

★ 9 MCP Server