gofireflyio/firefly-mcp D MCP Server Official Stale
gofireflyio/firefly-mcp
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
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422 MCP servers and agent skills in the Developer Tools category, ranked by quality score.
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Developer Tools131Finance & Fintech93Other Tools and Integrations65Knowledge & Memory62Security47Search & Data Extraction47Communication31Databases29Aggregators26Workplace & Productivity26Cloud Platforms22Coding Agents19Marketing18Art & Culture16Monitoring15Gaming15Multimedia Process15Browser Automation13Development and Testing13Data Platforms12Advertising Skills by Kim Barrett12Location Services11Social Media10Sports10Results
mcpware/ui-annotator-mcp D MCP Server Stale
mcpware/ui-annotator-mcp
Annotates any web page with hover labels for AI assistants — reverse proxy injection, zero browser extensions. `npx @mcpware/ui-annotator`
back1ply/agent-skill-loader D MCP Server Stale
back1ply/agent-skill-loader
Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand.
artmann/package-registry-mcp D MCP Server Stale
artmann/package-registry-mcp
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
madhan-g-p/DevDocs-MCP D MCP Server Stale
madhan-g-p/DevDocs-MCP
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documentation sourced from [DevDocs.io](https://devdocs.io) in offline mode
XixianLiang/HarmonyOS-mcp-server D MCP Server Stale
XixianLiang/HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
a-25/ios-mcp-code-quality-server D MCP Server Stale
a-25/ios-mcp-code-quality-server
iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.
deploy-mcp/deploy-mcp D MCP Server Stale
alexpota/deploy-mcp
Universal deployment tracker for AI assistants with live status badges and deployment monitoring
kevinswint/xcode-studio-mcp D MCP Server Stale
kevinswint/xcode-studio-mcp
Unified MCP server for iOS development — build, run, screenshot, and interact with iOS Simulator.
JamesANZ/system-prompts-mcp-server D MCP Server Stale
JamesANZ/system-prompts-mcp-server
Exposes a large catalog of coding assistant prompts as MCP tools with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.
janaraj/tnl D MCP Server Stale
janaraj/tnl
MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — `get_impacted_tnls`, `retrieve_tnl`, `trace`, `propose_tnl_diff`, `approve_tnl_diff`, `verify` — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via `npx typed-nl init` for Claude Code, Codex, Gemini.
pipepie/pipepie D MCP Server Stale
pipepie/pipepie
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels, and manage subdomains. No tokens or passwords — the cryptographic handshake is the auth.
skullzarmy/vibealive D MCP Server Stale
skullzarmy/vibealive
Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants.
aashari/mcp-server-atlassian-jira D MCP Server Stale
aashari/mcp-server-atlassian-jira
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
bbonnin/openapi-to-mcp D MCP Server Stale
bbonnin/openapi-to-mcp
MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API.
ofershap/cursor-usage D MCP Server Stale
ofershap/cursor-usage
Enterprise AI coding usage analytics — track spend, model usage, and costs across Cursor/Claude Code sessions via MCP server
optimaquantum/claude-critical-rules-mcp D MCP Server Stale
optimaquantum/claude-critical-rules-mcp
Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.
aashari/mcp-server-atlassian-confluence D MCP Server Stale
aashari/mcp-server-atlassian-confluence
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
sequa-ai/sequa-mcp D MCP Server Stale
sequa-ai/sequa-mcp
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
ambar/simctl-mcp D MCP Server Stale
ambar/simctl-mcp
A MCP server implementation for iOS Simulator control.
vasayxtx/mcp-prompt-engine D MCP Server Stale
vasayxtx/mcp-prompt-engine
MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.
pmptwiki/pmpt-cli D MCP Server Stale
pmptwiki/pmpt-cli
Record and share your AI-driven development journey. Auto-saves project milestones with summaries, generates structured AI prompts via 5-question planning, and publishes to [pmptwiki.com](https://pmptwiki.com) community platform.
grahamrowe82/pt-edge D MCP Server Stale
grahamrowe82/pt-edge
AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and semantic search across AI repos, HuggingFace models/datasets, and public APIs.
kenneives/design-token-bridge-mcp D MCP Server Stale
kenneives/design-token-bridge-mcp
Translates design tokens between platforms — extract from Tailwind, CSS, Figma, or W3C DTCG, then generate Material 3 (Kotlin), SwiftUI, Tailwind config, and CSS Variables with WCAG contrast validation.
ArchAI-Labs/fastmcp-sonarqube-metrics D MCP Server Stale
ArchAI-Labs/fastmcp-sonarqube-metrics
A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
mvtandas/wp-cli-mcp D MCP Server Stale
mvtandas/wp-cli-mcp
Full WordPress management via WP-CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers.
cocaxcode/api-testing-mcp D MCP Server Stale
cocaxcode/api-testing-mcp
The most complete API testing MCP — Postman inside your AI assistant. Per-project environment groups with {{variable}} interpolation, saved collections, multi-step flows with response extraction, assertions, load testing, and OpenAPI mock generation. 42 tools, zero cloud account needed.
context-rot-detection D MCP Server Stale
milos-product-maker/context-rot-detection
Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.
HainanZhao/mcp-gitlab-jira D MCP Server Stale
HainanZhao/mcp-gitlab-jira
Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
meanands/npm-package-docs-mcp D MCP Server Stale
meanands/npm-package-docs-mcp
MCP Server that provides up-to-date documentation for npm packages by fetching the latest README doc from the package's GitHub repository or the README.
andrewschreiber/desktopinsights-mcp D MCP Server Stale
andrewschreiber/desktopinsights-mcp
Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API.
ofershap/mcp-server-devutils D MCP Server Stale
ofershap/mcp-server-devutils
Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, timestamps, JSON, and regex.
ofershap/mcp-server-dns D MCP Server Stale
ofershap/mcp-server-dns
DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zero config.
VrtxOmega/Ollama-Omega D MCP Server Stale
VrtxOmega/Ollama-Omega
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_model, ollama_list_models and ollama_show_model tools for advanced AI interactions.
hoklims/stacksfinder-mcp D MCP Server Stale
hoklims/stacksfinder-mcp
Deterministic tech stack recommendations with 6-dimension scoring. Analyze, compare technologies, get optimal stack suggestions for any project type. 10 tools (4 free, 6 Pro).
endiagram/mcp D MCP Server Stale
dushyant30suthar/endiagram-mcp
Structural analysis for any system — 12 deterministic graph tools (topology, bottlenecks, blast radius, trace, diff, centrality) from EN syntax descriptions. No AI inside the computation. Install: `npx @endiagram/mcp`
mattjegan/swarmia-mcp D MCP Server Stale
mattjegan/swarmia-mcp
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
jarvisassistantux/loopsense D MCP Server Stale
jarvisassistantux/loopsense
MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.
ofershap/mcp-server-github-gist D MCP Server Stale
ofershap/mcp-server-github-gist
Create, read, update, list, and search GitHub Gists from your IDE.
paracetamol951/P-Link-MCP D MCP Server Stale
paracetamol951/P-Link-MCP
Implementation of HTTP 402 (payment required http code) relying on Solana
notasandy/mcp-code-sanitizer D MCP Server Stale
notasandy/mcp-code-sanitizer
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL injections. Tools: analyze_code, compare_code, explain_code, generate_tests, analyze_file, HTML reports.
stfade/moth D MCP Server Stale
stfade/moth
A lightweight MCP server for structured bug-fix analysis and project-local verified fix memory for AI agents.
DigiCatalyst-Systems/dep-diff-mcp D MCP Server Stale
DigiCatalyst-Systems/dep-diff-mcp
Translates a lockfile diff (npm, PyPI) into a human-readable upgrade plan. Point it at a Dependabot PR and get back semver classification, breaking changes from GitHub release notes, CVEs fixed in range, migration links, and a per-package recommendation. Bulk tool ranks up to 50 changes by risk (security > caution > review > likely-safe > safe). Install via `npx -y @digicatalyst/dep-diff-mcp`.
Muhammed-AbdelGhany/rest_api_mcp D MCP Server Stale
Muhammed-AbdelGhany/rest_api_mcp
MCP server for authenticated REST API calls — auto-login, token caching, 2FA/OTP support, Swagger spec fetch, and fuzzy endpoint search. Works with any REST API without writing auth code.
ericbrown/project-context-mcp D MCP Server Stale
ericbrown/project-context-mcp
Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.
mikusnuz/npm-mcp D MCP Server Stale
mikusnuz/npm-mcp
MCP server for npm package management — 36 tools for publish, version, search, audit, install, and more from your AI assistant.
darktw/chatpipe-mcp D MCP Server Stale
darktw/chatpipe-mcp
Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected, email-restricted).
Souzix76/n8n-workflow-tester-safe D MCP Server Stale
Souzix76/n8n-workflow-tester-safe
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with two-tier scoring, lightweight execution traces, and a built-in node catalog with 436+ nodes.