WiseVision/mcp_server_ros_2 B MCP Server Active
wise-vision/mcp_server_ros_2
MCP server for ROS2 enabling AI-driven robotics applications and services.
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422 MCP servers and agent skills in the Developer Tools category, ranked by quality score.
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Developer Tools422Finance & Fintech374Knowledge & Memory271Security190Search & Data Extraction186Other Tools and Integrations173Databases124Communication118Aggregators105Cloud Platforms101Workplace & Productivity95Marketing88Browser Automation78Monitoring70Coding Agents68Development and Testing65Product Management Skills by Pawel Huryn65Art & Culture63Gaming55Multimedia Process53Product Manager Skills by Dean Peters46Location Services45Travel & Transportation45Social Media44Results
kadykov/mcp-openapi-schema-explorer B MCP Server Active
kadykov/mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
zaizaizhao/mcp-swagger-server B MCP Server Active
zaizaizhao/mcp-swagger-server
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.
ukkit/memcord B MCP Server Active
ukkit/memcord
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
bitrise-io/bitrise-mcp B MCP Server Official Maintained
bitrise-io/bitrise-mcp
MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, build operations, artifact management and more.
Hypersequent/qasphere-mcp B MCP Server Official Active
Hypersequent/qasphere-mcp
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
snaggle-ai/openapi-mcp-server B MCP Server Maintained
snaggle-ai/openapi-mcp-server
Connect any HTTP/REST API server using an Open API spec (v3)
veelenga/claude-mermaid B MCP Server Active
veelenga/claude-mermaid
A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.
Kapeli/dash-mcp-server B MCP Server Active
Kapeli/dash-mcp-server
MCP server for [Dash](https://kapeli.com/dash), the macOS API documentation browser. Instant search over 200+ documentation sets.
freema/mcp-design-system-extractor B MCP Server Active
freema/mcp-design-system-extractor
Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
ypollak2/llm-router B MCP Server Active
ypollak2/llm-router
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live w
jsdelivr/globalping-mcp-server B MCP Server Official Active
jsdelivr/globalping-mcp-server
The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
MobileReality/mdma B MCP Server Active
MobileReality/mdma/packages/mcp
MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: `get-spec`, `get-prompt`, `build-system-prompt`, `validate-prompt`, `list-packages`, `list-docs`, `get-doc`. Install: `npx @mobile-reality/mdma-mcp`.
paulburgess1357/nvim-mcp B MCP Server Active
paulburgess1357/nvim-mcp
MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys, query LSP diagnostics, and annotate code with highlights. No plugin required.
PatrickSys/codebase-context B MCP Server Active
PatrickSys/codebase-context
Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.
zelentsov-dev/asc-mcp B MCP Server Active
zelentsov-dev/asc-mcp
App Store Connect API server with 208 tools for managing apps, builds, TestFlight, subscriptions, reviews, and more — directly from any MCP client.
currents-dev/currents-mcp B MCP Server Official Active
currents-dev/currents-mcp
Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
emailens/mcp B MCP Server Official Active
emailens/mcp
Official MCP server for Emailens, the rendering linter for email. Lint HTML email for rendering issues across 15 clients (Gmail, Outlook, Apple Mail and more), score CSS compatibility 0-100 per client, simulate dark mode, and get framework-native fix snippets for React Email, MJML, and Maizzle. `npx -y @emailens/mcp`
srclight/srclight B MCP Server Active
srclight/srclight
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.
drhalto/agentmako B MCP Server Active
drhalto/agentmako
Local-first codebase intelligence engine. Gives coding agents structured context packets, indexed code/schema facts, and diagnostics over MCP, backed by a local SQLite store — so agents stop rediscovering your repo with raw grep. Optional Postgres/Supabase awareness and a bundled Claude Code plugin.
PSU3D0/spreadsheet-mcp B MCP Server Active
PSU3D0/spreadsheet-mcp
High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform.
zenml-io/mcp-zenml B MCP Server Active
zenml-io/mcp-zenml
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
Rootly-AI-Labs/Rootly-MCP-server B MCP Server Official Active
Rootly-AI-Labs/Rootly-MCP-server
MCP server for the incident management platform [Rootly](https://rootly.com/).
MarcelRoozekrans/roslyn-codelens-mcp B MCP Server Active
MarcelRoozekrans/roslyn-codelens-mcp
Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond lookups via pre-built indexes.
Jungle-Grid/mcp-server B MCP Server Official Active
Jungle-Grid/mcp-server
MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents estimate, submit, monitor, and fetch logs for inference, training, fine-tuning, and batch workloads.
cjo4m06/mcp-shrimp-task-manager B MCP Server Stale
cjo4m06/mcp-shrimp-task-manager
A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
CSCSoftware/AiDex B MCP Server Active
CSCSoftware/AiDex
Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go.
sarveshsea/memi B MCP Server Active
sarveshsea/memi
Design-system memory for coding agents with 46 MCP tools for UI audits, Tailwind token extraction, shadcn registry workflows, Figma context, design docs, and interface-quality diagnostics.
paulhkang94/markview B MCP Server Active
paulhkang94/markview
Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`.
isaacphi/mcp-language-server B MCP Server Stale
isaacphi/mcp-language-server
MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
hechtcarmel/jetbrains-debugger-mcp-plugin B MCP Server Active
hechtcarmel/jetbrains-debugger-mcp-plugin
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.
CircleCI/mcp-server-circleci B MCP Server Active
CircleCI-Public/mcp-server-circleci
Enable AI Agents to fix build failures from CircleCI.
Perseus-Computing-LLC/perseus B MCP Server Active
Perseus-Computing-LLC/perseus
Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.
tosin2013/mcp-adr-analysis-server B MCP Server Active
tosin2013/mcp-adr-analysis-server
AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.
pzalutski-pixel/sharplens-mcp B MCP Server Active
pzalutski-pixel/sharplens-mcp
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents.
testdino-hq/testdino-mcp B MCP Server Official Active
testdino-hq/testdino-mcp
Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.
TencentEdgeOne/edgeone-pages-mcp C MCP Server Maintained
TencentEdgeOne/edgeone-pages-mcp
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
storybookjs/addon-mcp C MCP Server Active
storybookjs/addon-mcp
Help agents automatically write and test stories for your UI components.
ckanthony/gin-mcp C MCP Server Active
ckanthony/gin-mcp
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
paramount-engineering/roku-dev-studio C MCP Server Active
paramount-engineering/roku-dev-studio
All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.
mikusnuz/app-publish-mcp C MCP Server Active
mikusnuz/app-publish-mcp
Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.
IgorGanapolsky/ThumbGate C MCP Server Active
IgorGanapolsky/ThumbGate
MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.
raccioly/docguard C MCP Server Active
raccioly/docguard
Deterministic documentation-drift detection for AI agents. Validates a project's canonical docs against its actual code — no LLM guessing; every finding has a stable code and a suggested fix. Five read-only tools over stdio: guard, score, explain, verify-claims, diagnose. `npx -y docguard-cli mcp`
reflagcom/mcp C MCP Server Official Active
reflagcom/javascript/packages/cli#model-context-protocol
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
kerbelp/metatron C MCP Server Active
kerbelp/metatron
Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them to coding agents to ensure local project standards are followed.
hloiseaufcms/mcp-gopls C MCP Server Maintained
hloiseaufcms/mcp-gopls
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.
delimit-ai/delimit C MCP Server Active
delimit-ai/delimit
API governance server that detects breaking changes in OpenAPI specs. Diffs two spec versions, applies configurable policy rules (strict/default/relaxed), and returns structured pass/fail verdicts. 23 change types, 10 breaking. Supports OpenAPI 3.0, 3.1, and Swagger 2.0.