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Search MCP servers and agent skills by name, description, category or topic — 1,548 results.

MCP Server Active

PhpCodeArcheology/PhpCodeArcheology

PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.

86 PHP Updated yesterday Score 69
MCP Server Active

PascaleBeier/hitkeep

Privacy-first web analytics with a read-only MCP server for aggregate traffic, events, goals, funnels, ecommerce, Search Console, and AI visibility reporting.

79 Go Updated today Score 69
MCP Server Active

NameetP/pdfmux

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.

78 Python Updated 4d ago Score 69
MCP Server Active

kadykov/mcp-openapi-schema-explorer

Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

76 TypeScript Updated 6d ago Score 69
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.

73 TypeScript Updated 18d ago Score 69
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.

71 Python Updated 19d ago Score 69
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.

40 Go Updated 1mo ago Score 69
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

23 TypeScript Updated 11d ago Score 69
Agent Skill Stale

lackeyjb/playwright-skill

Browser automation with Playwright

3k JavaScript Updated 7mo ago Score 68
Agent Skill Maintained

zxkane/aws-skills

AWS development with infrastructure automation and cloud architecture patterns

341 Python Updated 1mo ago Score 68
Agent Skill Maintained

testdino-hq/playwright-skill

70+ production-tested Playwright automation testing patterns: E2E, POM, CI/CD, migrations, CLI

341 Updated 1mo ago Score 68
MCP Server Maintained

chaindead/telegram-mcp

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

340 Go Updated 2mo ago Score 68
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.

196 TypeScript Updated 5d ago Score 68
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.

69 TypeScript Updated 5d ago Score 68
MCP Server Active

ignaciohermosillacornejo/copilot-money-mcp

Read and manage [Copilot Money](https://copilot.money) personal finance data — 30 tools for transactions, budgets, accounts, recurring charges, investments, and goals. Reads are 100% local from the Firestore cache; opt-in writes (`--write`) go directly to Copilot's GraphQL API.

68 TypeScript Updated yesterday Score 68
MCP Server Active

cdeust/Cortex

Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`

68 Python Updated today Score 68
Agent Skill Active

uucz/moyu

Anti-over-engineering skill with 5 variants and 10 platforms

65 Python Updated 3d ago Score 68
MCP Server Active

zw008/VMware-AIops

VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate), deployment, Guest Operations, snapshots, and cluster operations. 41 tools with double-confirmation gates, dry-run mode, and SQLite-WAL audit logging for destructive operations.

64 Python Updated today Score 68
MCP Server Active

linw1995/nvim-mcp

A MCP server to interact with Neovim

64 Rust Updated today Score 68
Agent Skill Active

zw008/VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations: inventory queries, health/alarms, VM lifecycle (create, delete, snapshot, clone, migrate), vSAN management, Aria Operations analytics, and scheduled log scanning. Supports Claude Code, Gemini CLI, Codex, Aider, Trae, Kimi, and MCP.

64 Python Updated today Score 68
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.

62 TypeScript Updated yesterday Score 68
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

62 Python Updated 23d ago Score 68
MCP Server Active

depwire/depwire

Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, JavaScript, Python, Go, Rust, and C. Arc diagram visualization, health scoring, dead code detection, and temporal graph.

59 TypeScript Updated 11d ago Score 68
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.

58 TypeScript Updated 6d ago Score 68
MCP Server Active

MobileReality/mdma

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`.

58 TypeScript Updated 5d ago Score 68
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`

6 TypeScript Updated 3d ago Score 68
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.

171 Python Updated 2d ago Score 67
Agent Skill Active

coderabbitai/autofix

Fetch unresolved CodeRabbit review comments from GitHub PRs and apply fixes

143 Updated 12d ago Score 67
Agent Skill Active

coderabbitai/skills

Code review and PR autofix workflows for coding agents

143 Updated 12d ago Score 67
Agent Skill Active

muthuishere/hand-drawn-diagrams

Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and any agent supporting standard skill paths

55 Python Updated yesterday Score 67
MCP Server Active

hope1026/weppy-roblox-mcp

MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) directly control a live Roblox Studio session — create scripts, instances, terrain, lighting, and assets via natural language. 21 tools, 140+ actions, bidirectional sync, and automated playtest.

54 PowerShell Updated 4d ago Score 67
MCP Server Active

Vortx-AI/emem

Earth memory MCP server that gives AI agents signed geospatial facts and cite-able receipts for place-based questions. Covers elevation, land cover, surface water, vegetation, and built-up context. Public endpoint at `https://emem.dev/mcp`.

52 Rust Updated yesterday Score 67
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.

51 TypeScript Updated 6d ago Score 67
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.

51 Rust Updated 13d ago Score 67
MCP Server Active

zenml-io/mcp-zenml

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

49 Python Updated 5d ago Score 67
MCP Server Active

Kentucky-ai/opentakeoff

Construction plan takeoff on stdio — load a plan PDF, read the title block, adopt the drawing scale (never applied silently), one-click trace rooms, and export real-world quantities (square footage, linear feet, counts) with provenance receipts. Install via NPM: `npx -y opentakeoff-mcp`

45 JavaScript Updated yesterday Score 67
MCP Server Official Active

Rootly-AI-Labs/Rootly-MCP-server

MCP server for the incident management platform [Rootly](https://rootly.com/).

45 Python Updated yesterday Score 67
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.

4 TypeScript Updated 13d ago Score 67
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)

2.1k JavaScript Updated 11mo ago Score 66
MCP Server Official Stale

chroma-core/chroma-mcp

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

582 Python Updated 10mo ago Score 66
Agent Skill Maintained

shouldnotappearcalm/a-share-skill

China A-share (Shanghai/Shenzhen) skills: real-time quotes, K-line history, technical indicators, events, capital flows, sector heatmaps, and paper trading. Works with Claude Code, Cursor, Codex, and Qoder

214 Python Updated 1mo ago Score 66
Agent Skill Active

veniceai/venice-audio-music

Music generation queueing, retrieval, and completion endpoints

124 Python Updated 3d ago Score 66
MCP Server Active

AliKarami/MikroMCP

Manage MikroTik RouterOS devices through AI assistants — interfaces, firewall rules, DHCP, DNS, routes, WireGuard, WiFi, BGP/OSPF, VLANs, and more. 77 tools with dry-run previews, idempotency checks, circuit breakers, RBAC, and rollback-aware change workflows.

42 TypeScript Updated 12d ago Score 66
MCP Server Active

wende/cicada

Code Intelligence for Elixir: module search, function tracking, and PR attribution through tree-sitter AST parsing

41 Python Updated 4d ago Score 66
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.

40 TypeScript Updated 5d ago Score 66
MCP Server Active

sshahzaiib/agy-bridge

Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups, and adversarial second-opinion code reviews. Quota-aware model failover with cooldowns, per-tool timeouts, and multi-turn session continuity.

39 TypeScript Updated 28d ago Score 66
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.

39 C# Updated yesterday Score 66
MCP Server Active

contextstream/mcp-server

Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, and decision tracking. 90.0% on LongMemEval-S. Works across Cursor, Claude Code, Windsurf, and any MCP client. `npx -y @contextstream/mcp-server`

39 TypeScript Updated 17d ago Score 66
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