MCP & tools
8,994 rows, by stacks then stars
960 of these skill files have been read, by 780 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid
ref-tools/ref-tools-mcp/io.github.ref-tools/ref-tools-mcp MCP server
1,148★ repoToken efficient search for coding agents over public and private documentation.
ArcadeData/arcadedb/io.github.ArcadeData/arcadedb MCP server
1,072★ repoMulti-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.
neo4j-contrib/mcp-neo4j/io.github.neo4j-contrib/mcp-neo4j-cypher MCP server
979★ repoA simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.
ChiR24/Unreal_mcp/ai.smithery/ChiR24-unreal_mcp MCP server
826★ repoControl Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
sirkirby/unifi-mcp/io.github.sirkirby/unifi-network-mcp MCP server
663★ repoManage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP.
butterbase-ai/butterbase-skills/skills/agents Skill
532★ repoPlugin for Butterbase.ai
SponsioLabs/Sponsio/plugins/sponsio-openclaw/skills/configure Skill
445★ repoDeterministic safety solutions for probabilistic AI agents
sanjay3290/ai-skills/skills/atlassian Skill
397★ repo24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps, and Google Workspace
aartiq/servicenow-mcp/io.github.habenani/servicenow-mcp MCP server
no license354★ repo400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.
zxkane/aws-skills/plugins/aws-common/skills/aws-mcp-setup Skill
347★ repoClaude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost ops, and Bedrock AgentCore
openaccountants/openaccountants/io.github.openaccountants/openaccountants-mcp MCP server
315★ repoOpen-source tax skills for AI across 134 countries.
apollographql/apollo-mcp-server/io.github.apollographql/graphos-mcp-tools MCP server
301★ repoSearch Apollo docs, specs, and best practices
codespar/mcp-dev-latam/io.github.codespar/mcp-afip MCP server
267★ repoAFIP — Argentine tax authority, electronic invoicing (Factura Electrónica)
jjlabsio/korea-stock-mcp/io.github.jjlabsio/korea-stock-mcp MCP server
170★ repoMCP server for korea stock
gaopengbin/cesium-mcp/io.github.gaopengbin/cesium-mcp-dev MCP server
126★ repoCesiumJS API docs, code generation and development tools for IDE AI assistants.
augmnt/augments-mcp-server/io.github.augmnt/augments-mcp-server MCP server
125★ repoAugments MCP Server - A comprehensive framework documentation provider for Claude Code
damionrashford/RivalSearchMCP/skills/rival-search-mcp Skill
119★ repoDeterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.
perforce/p4mcp-server/io.github.perforce/p4mcp-server MCP server
114★ repoPerforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.
oxylabs/oxylabs-mcp/io.oxylabs/oxylabs-mcp MCP server
101★ repoFetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
ScrapeGraphAI/scrapegraph-mcp/io.github.ScrapeGraphAI/scrapegraph-mcp MCP server
93★ repoAI-powered web scraping and data extraction capabilities through ScrapeGraph API
b1ff/atlassian-dc-mcp/io.github.b1ff/atlassian-dc-mcp-confluence MCP server
86★ repoMCP server for Atlassian Confluence Data Center - access and manage content
yuna0x0/anilist-mcp/io.github.yuna0x0/anilist-mcp MCP server
84★ repoAniList MCP server for accessing AniList API data
pulsemcp/mcp-servers/com.pulsemcp/dynamodb MCP server
76★ repoMCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
Kesslerio attio mcp server beta
kesslerio/attio-mcp-server/ai.smithery/kesslerio-attio-mcp-server-beta MCP server
no license69★ repoStreamline your Attio workflows using natural language to search, create, update, and organize com…
afu-it/malaysia-payment-gateway/setup-bayarcash Skill
no license67★ repoAgent skills for implementing Malaysia payment gateway integrations.
nostrband/ServiceGraph/skills/find-ai-directories Skill
66★ repoAI Agent skills to access structured datasets for startup founders
KuudoAI/amazon_ads_mcp/io.github.tspicer/amazon_ads_mcp MCP server
64★ repoAmazon Ads API MCP server for Amazon Advertising API
lensesio/agentic-engineering-for-apache-kafka/skills/kafka-consumer-lag Skill
56★ repoAI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
kkjdaniel/bgg-mcp/io.github.kkjdaniel/bgg-mcp MCP server
52★ repoBoardGameGeek MCP server providing access to BGG API data through standardized tools
blockscout/mcp-server/com.blockscout/mcp-server MCP server
no license43★ repoMCP server for Blockscout
Epochal-dev/open-notebook-mcp/io.github.PiotrAleksander/open-notebook MCP server
41★ repoMCP server that wraps the Open Notebook API
contextstream/mcp-server/io.github.contextstreamio/mcp-server MCP server
39★ repoContextStream MCP server for code context, memory, search, and AI tools.
Qiskit Documentation MCP Server
Qiskit/mcp-servers/io.github.Qiskit/qiskit-docs-mcp-server MCP server
37★ repoMCP server for querying and retrieving Qiskit documentation, guides, and API references
Agent specific mcp server initialization
ychampion/cskill-agents/agents/claude-code/skills/agent-specific-mcp-server-initialization Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
lanchuske/local-mcp-releases/io.github.lanchuske/local-mcp MCP server
no license36★ repoNative macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
gate/gate-mcp/io.github.gateio-dev/gate-mcp MCP server
34★ repoPublic Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.
ibrews/ue5-mcp/skills/ue5-mcp Skill
no license32★ repoCowork/Claude Code skill for Unreal Engine 5 development via MCP, pixel streaming, and Python editor scripting
tanstack-skills/tanstack-skills/plugins/tanstack-cli/skills/tanstack-cli Skill
29★ repoUNOFFICIAL Claude Code TanStack Skills
kirbah/mcp-youtube/io.github.kirbah/mcp-youtube MCP server
28★ repoYouTube MCP server for token-optimized, structured data using the YouTube Data API v3.
eldermoraes/quarkus-agentic-scaffolding/skills/scaffold-project Skill
27★ repoScaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j agentic AI apps: AI services, multi-agent workflows, and RAG. Installable in Claude Code, Codex, Copilot, Cursor, and any Agent Skills-compatible agent.
iowarp/clio-kit/io.github.iowarp/arxiv-mcp MCP server
26★ repoArXiv MCP server implementation using Model Context Protocol
datarobot-oss/datarobot-agent-skills/skills/datarobot-agent-assist Skill
24★ repoBring DataRobot platform capabilities to your coding agents
servosity/msp-skills/io.github.Servosity/abnormal-mcp MCP server
no license24★ repoAbnormal Security email threats, cases, and reporting in your terminal and your AI agents.
mfukushim/map-traveler-mcp/io.github.mfukushim/map-traveler-mcp MCP server
23★ repoVirtual traveler library for MCP
AgamiAI/agami-core/plugins/agami/skills/agami-deploy Skill
no license22★ repoThe trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.
ColinEberhardt/claude-running-coach/running-race-coach/skills/strava-sync Skill
20★ repoAn AI-powered running coach that provides personalized training plans, analyzes your workouts, and offers evidence-based coaching guidance.
Smithery ai cookbook ts smithery cli
smithery-ai/smithery-cookbook/ai.smithery/smithery-ai-cookbook-ts-smithery-cli MCP server
20★ repoA simple Typescript MCP server built using the official MCP Typescript SDK and smithery/cli. This…
Xcode: MCP Bridge Wrapper for Cursor
SoundBlaster/XcodeMCPWrapper/io.github.SoundBlaster/xcode-mcpbridge-wrapper MCP server
20★ repoPython wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor
neverinfamous/memory-journal-mcp/io.github.neverinfamous/memory-journal-mcp MCP server
19★ repoDeveloper journal with knowledge graphs, relationships, Git context, and semantic search
Nekzus/npm-sentinel-mcp/io.github.Nekzus/npm-sentinel-mcp MCP server
18★ repoAdvanced NPM analysis: Recursive security scanning, ecosystem awareness, and deep insights.
apolloio/apollo-mcp-plugin/io.github.apolloio/mcp MCP server
18★ repoOfficial Apollo.io MCP server for lead enrichment, prospecting, sequences, and analytics.
NeKo Biological Network Builder
marcorusc/mcp-biomodelling-servers/io.github.marcorusc/NeKo MCP server
no license18★ repoMCP server for biological network construction and analysis using pathway databases
shane9coy/Agent-Skill-Architecture-Guide/skills/new-mcp-builder Skill
17★ repoA comprehensive reference for building and organizing AI agent skills across Claude Code, KiloCode, OpenClaw, and OpenAI Codex. Covers SKILL.md specifications, folder structures, mode-scoped skills, agent orchestration, and self-hosted model configuration.
halflifezyf2680/MPM-Coding/io.github.halflifezyf2680/mpm-vibe-coding MCP server
16★ repoLocal MCP server for reliable long-running AI coding workflows.
Postman-Devrel/agent-skills/skills/postman Skill
15★ repoPostman Agent Skills for AI coding agents. Sync collections, generate code, run tests, create mocks, publish docs, audit security, and analyze API readiness.
austenstone/myinstants-mcp/io.github.austenstone/myinstants-mcp MCP server
no license13★ repoGive your AI agent a soundboard. Millions of meme sounds from myinstants.com.
JustMichael-80/MasterVault/skills/anthropic/skills/mcp-builder Skill
12★ repoAn orientation protocol for LLM sessions — plus a curated Claude skills collection
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onurkanbakirci/awesome-skills/public/skills/0b1c2d3e-4f5a-6b7c-8d9e-0f1a2b3c4d5e Skill
no license12★ repoBrowse, search and download AI agent skills
serkan-ozal/driflyte-mcp-server/com.driflyte/driflyte-mcp-server MCP server
11★ repoDriflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
saucelabs/sauce-api-mcp/io.github.saucelabs/sauce-api-mcp MCP server
11★ repoAn open-source MCP server that provides LLM access to the Sauce Labs API