Leaderboard
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4901 | 22.527 | 0g-mcp-servermcp · ai-agents | An MCP server enabling AI agents to interact with the 0G blockchain, including balance checks, transaction… | 1 star | Manual · Source | |
| 4901 | 22.527 | mkp-mcp-servermcp · ai-agents | Enables AI systems like Claude to activate advanced reasoning patterns, domain expertise, and contextual… | 1 star | Manual · Source | |
| 4901 | 22.527 | findatamcp · ai-agents | MCP server providing professional financial data access for LLMs through providers like Tushare, Wind, and… | 1 star | Manual · Source | |
| 4901 | 22.527 | splunk-mcp-servermcp · ai-agents | A lightweight, extensible MCP server for Splunk Enterprise that enables secure, async, chat-based interaction… | 1 star | Manual · Source | |
| 4901 | 22.527 | memara-memory-templatemcp · ai-agents | Provides a minimal foundation structure with only a README.md file, serving as a basic template for developers… | 1 star | Manual · Source | |
| 4901 | 22.527 | json-analyser-mcpmcp · ai-agents | A memory-efficient MCP server for analyzing large JSON files with streaming, querying, schema detection, and… | 1 star | Manual · Source | |
| 4901 | 22.527 | personal-assistant-mcp-servermcp · ai-agents | Enables users to manage tasks with priorities, perform calculations with history, generate secure passwords… | 1 star | Manual · Source | |
| 4901 | 22.527 | llm-file-operations-agentmcp · ai-agents | Enables natural language file operations and intelligent file analysis via MCP, supporting CRUD actions and… | 1 star | Manual · Source | |
| 4901 | 22.527 | stata-mcp-servermcp · ai-agents | An MCP server for managing, editing, and running Stata .do files, integrating with Claude Desktop to enable… | 1 star | Manual · Source | |
| 4901 | 22.527 | openai-image-mcp-servermcp · ai-agents | Enables conversational image generation, editing, and refinement through OpenAI models with session memory for… | 1 star | Manual · Source | |
| 4901 | 22.527 | lpf-github-iomcp · ai-agents | GitHub pages blog | 1 star | Manual · Source | |
| 4901 | 22.527 | fluxlora-mcpmcp · ai-agents | An MCP server that lets users and autonomous agents generate high-quality images in a chosen artistic style by… | 1 star | Manual · Source | |
| 4901 | 22.527 | openvisionmcp · ai-agents | Integrates with OpenRouter's vision models to analyze images from file paths, URLs, or base64 data using… | 1 star | Manual · Source | |
| 4901 | 22.527 | mcp-filesystemmcp · ai-agents | Enables natural language filesystem operations (create, list, delete directories/files) via Ollama local LLM… | 1 star | Manual · Source | |
| 4901 | 22.527 | meetup-mcp-servermcp · ai-agents | A Model Context Protocol implementation for managing context, prompts, and model interactions in Meetup… | 1 star | Manual · Source | |
| 4901 | 22.527 | google-adk-a2a-mcpmcp · ai-agents | Integration of Google ADK with A2A and MCP | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-demoworkflow · ai-agents | A2A Demo implementation | 1 star | Manual · Source | |
| 4901 | 22.527 | mcp-experimentsmcp · ai-agents | Provides tools for executing Bash and AppleScript commands from LLMs on macOS, with safety modes. | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-go-by-sammcjmcp · ai-agents | Another Go implementation of A2A protocol | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-by-dwoodardmcp · ai-agents | A2A implementation | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-adk-crewai-implementationmcp · ai-agents | Implementation combining ADK and CrewAI with A2A | 1 star | Manual · Source | |
| 4901 | 22.527 | happiness-agentmcp · ai-agents | Agent focused on wellness and happiness | 1 star | Manual · Source | |
| 4901 | 22.527 | agentic-ai-planning-and-reasoning-mcpmcp · ai-agents | MCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations… | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-zhworkflow · ai-agents | Chinese documentation for A2A protocol | 1 star | Manual · Source | |
| 4901 | 22.527 | a2a-go-by-thinkovationmcp · ai-agents | Go implementation of A2A | 1 star | Manual · Source | |
| 4901 | 22.527 | workflow-mcp-servermcp · ai-agents | Guides agents through structured workflows with predefined steps, allowing for flexible execution via… | 1 star | Manual · Source | |
| 4901 | 22.527 | higress-ops-mcp-servermcp · ai-agents | Enables comprehensive configuration and management of Higress through the Model Context Protocol, with an MCP… | 1 star | Manual · Source | |
| 4901 | 22.527 | script-generatormcp · ai-agents | Generates professional video scripts using a multi-agent workflow with OpenAI's GPT-4o and Tavily's research… | 1 star | Manual · Source | |
| 4901 | 22.527 | ashtonvaughan-agentbrowsermcp · ai-agents | Semantic browser automation runtime that translates web pages into structured models with dynamic tool… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | classroomscribemcp · ai-agents | Integrates Google Classroom with LLMs and AI agents via MCP. Enables listing courses, assignments… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | claude-amplifiermcp · ai-agents | An MCP server that gives Claude persistent, locally-stored memory with verification-gated lessons and a… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | dreliq9-caidmcp · ai-agents | Validated 3D CAD modeling for AI agents via CAiD and OpenCASCADE, providing 54 tools with geometry validation… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | eidetic-works-nucleusmcp · ai-agents | Cross-platform memory synchronization between dev environments using persistent knowledge stores called… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | elite-reasoning-mcpmcp · ai-agents | A 66-tool reasoning pipeline that intercepts prompts to classify intent, check past mistakes, and generate… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | enigma-memorymcp · ai-agents | Enables AI assistants to keep and retrieve private context locally, with verifiable receipts and optional… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | gh-leszini-memoriamcp · ai-agents | Provide persistent structured memory across conversation sessions. | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | mctx-example-appmcp · ai-agents | Reference implementation of an mctx-hosted MCP server demonstrating tools, resources, prompts, and channel… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | nouva-mcp-servermcp · ai-agents | Centralized repository for modular, portable skills and memory, enabling AI agents and IDEs to access… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | openclaw-output-vetter-mcpmcp · ai-agents | Verify AI agent output claims against reality: grounding checks, swallowed-exception detection, and transcript… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | provider-config-syncmcp · ai-agents | Unified management of AI-agent configuration across Claude, Codex, and Gemini, keeping native config files… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | recoursemcp · ai-agents | Consequence evaluation for AI agents to check action recoverability before executing destructive operations. | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | smart-npv-mcpmcp · ai-agents | Enables AI agents to interact with the Smart NPV CRM for Israeli mortgage advisors, allowing natural language… | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | systemr-risk-intelligencemcp · ai-agents | Pre-trade risk validation, position sizing, regime detection, and 48 trading tools for AI agents. | 1 star | No commit dateListed | Manual · Source |
| 4901 | 22.527 | visual-understandingmcp · ai-agents | MCP server for multimodal understanding and object grounding (bounding boxes) across images, videos, and… | 1 star | No commit dateListed | Manual · Source |
| 4945 | 20.680 | market-intelligencemcp · ai-agents | Query live Upwork freelance market intelligence directly from your AI agent. Get real-time data about… | 1,119 installs | No commit dateListed | Manual · Source |
| 4946 | 20.136 | agentdm-agent-to-agent-messagingmcp · ai-agents | Agent to Agent communication Platforms, Allows every MCP compatible agent to connect | 1,065 installs | No commit dateListed | Manual · Source |
| 4947 | 19.047 | rowhintmcp · ai-agents | # RowHint MCP Server Airline seat quality intelligence via MCP. Per-seat quality scores (1-10) with… | 1,039 installs | No commit dateListed | Manual · Source |
| 4948 | 18.775 | agent-newsmcp · ai-agents | Agent News from The Agent Times gives AI agents a verified, sourced, real-time intelligence layer, that helps… | 1,034 installs | No commit dateListed | Manual · Source |
| 4949 | 17.687 | focus-streak-habit-trackermcp · ai-agents | I built a free MCP server for habit tracking — connects to Claude/Cursor It generates complete habit… | 955 installs | No commit dateListed | Manual · Source |
| 4950 | 16.598 | rnwy-trust-intelligence-ai-scannermcp · ai-agents | Check if an AI agent is trustworthy before you hire it. Sybil detection, signed attestations, and reviewer… | 896 installs | No commit dateListed | Manual · Source |
| 4951 | 16.326 | bitpoort-2mcp · ai-agents | On-chain blockchain data for AI agents. 41 MCP tools for whale tracking, entity analysis, exchange flows, ML… | 864 installs | No commit dateListed | Manual · Source |
| 4952 | 15.510 | context-awesomemcp · ai-agents | Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and… | 807 installs | No commit dateListed | Manual · Source |
| 4953 | 14.966 | timers-studiomcp · ai-agents | gemini-extension.json n'est pas un mécanisme d'auto-discovery. Les Gemini Extensions sont publiées via Google… | 780 installs | No commit dateListed | Manual · Source |
| 4954 | 13.877 | queuesimmcp · ai-agents | QueueSim is a free Model Context Protocol server that gives Claude — and any MCP-speaking AI — the ability to… | 743 installs | No commit dateListed | Manual · Source |
| 4955 | 13.605 | woogoro-roofing-quote-analyzermcp · ai-agents | Paste any roofing contractor quote into Claude/Cursor/ChatGPT and Woogoro Roofing MCP audits it: - Detects… | 742 installs | No commit dateListed | Manual · Source |
| 4956 | 9.523 | preclick-url-security-scannermcp · ai-agents | PreClick: An MCP-native URL preflight security scanning service for autonomous agents. It scans links for… | 522 installs | No commit dateListed | Manual · Source |
| 4957 | 9.251 | wolfpack-intelligencemcp · ai-agents | On-chain security and intelligence MCP server for Base chain trading agents. 4 tools: token risk analysis… | 517 installs | No commit dateListed | Manual · Source |
| 4957 | 9.251 | woogoro-auto-repair-quote-analyzermcp · ai-agents | Paste any auto repair quote or invoice into Claude/Cursor/ChatGPT and Woogoro Auto Repair MCP audits it… | 517 installs | No commit dateListed | Manual · Source |
| 4959 | 8.163 | recursive-support-agentmcp · ai-agents | Query the Recursive AI support agent platform — pricing, features, capabilities, and live examples. Recursive… | 473 installs | No commit dateListed | Manual · Source |
| 4960 | 7.619 | agent-infrastructuremcp · ai-agents | Agent infrastructure that runs itself. Six tools for autonomous agents: free LLM model recommendations across… | 462 installs | No commit dateListed | Manual · Source |
| 4961 | 7.346 | woogoro-hvac-quote-analyzermcp · ai-agents | Paste any HVAC quote into Claude/Cursor/ChatGPT and Woogoro HVAC MCP audits it: - Detects oversizing (proposed… | 460 installs | No commit dateListed | Manual · Source |
| 4962 | 6.530 | pentagonalmcp · ai-agents | **AI-powered smart contract forge** with an 8-agent adversarial security audit system. ### Tools | Tool | Cost… | 446 installs | No commit dateListed | Manual · Source |
| 4963 | 5.714 | compress-newmcp · ai-agents | Convert any webpage to clean markdown and feed it directly into AI agent workflows. Why This Matters? Adding… | 436 installs | No commit dateListed | Manual · Source |
| 4964 | 5.170 | toolrankmcp · ai-agents | # ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent… | 425 installs | No commit dateListed | Manual · Source |
| 4965 | 4.898 | torevamcp · ai-agents | Non-custodial execution primitives for Solana. Best-execution routing across Jupiter Perps, Pacifica, Drift… | 418 installs | No commit dateListed | Manual · Source |
| 4966 | 3.174 | delx-mcp-servermcp · ai-agents | Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood… | 243 installs | No commit dateListed | Manual · Source |
| 4967 | 2.449 | toolkitmcp · ai-agents | Stop your AI agents from writing sloppy TypeScript. A toolkit that teaches coding agents like Claude Code… | 366 installs | No commit dateListed | Manual · Source |
| 4968 | 1.904 | jobly-agent-to-agent-contract-marketplacemcp · ai-agents | Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobly — an agent-to-agent contract… | 334 installs | No commit dateListed | Manual · Source |
| 4969 | Unranked | raily-mcpmcp · ai-agents | Enables read-only access to the Raily personal agent's data, including agent status, brief, matches, intros… | No signals yet | Manual · Source | |
| 4970 | Unranked | valkamamcp · ai-agents | A local MCP server with a web board that lets coding agents manage kanban cards, checklists, and work tracking… | No signals yet | Manual · Source | |
| 4971 | Unranked | tally-mcpmcp · ai-agents | A read-only MCP server that connects Claude Desktop to TallyPrime, enabling natural-language auditing and… | No signals yet | Manual · Source | |
| 4972 | Unranked | claude-asyncmcp · ai-agents | A fire-and-poll MCP server that lets Claude Code run long background jobs without hitting tool-call timeouts. | No signals yet | Manual · Source | |
| 4973 | Unranked | battlegrid-mcp-servermcp · ai-agents | Enables AI agents to play crypto prediction games on BattleGrid by managing accounts, submitting entries, and… | No signals yet | Manual · Source | |
| 4974 | Unranked | bettermemorymcp · ai-agents | An MCP memory server for coding agents that checks stored facts against the filesystem and git before relying… | No signals yet | Manual · Source | |
| 4975 | Unranked | clevertech-mcp-servermcp · ai-agents | Provides Canadian government data for AI agents, including property assessments, building permits, zoning… | No signals yet | Manual · Source | |
| 4976 | Unranked | mcp-worldbank-climatemcp · ai-agents | Enables access to World Bank Climate Change Knowledge Portal data through MCP, allowing AI agents to query… | No signals yet | Manual · Source | |
| 4977 | Unranked | mcp-uk-food-hygienemcp · ai-agents | Connects AI agents to UK Food Standards Agency food hygiene ratings (FHRS). Enables querying food hygiene data… | No signals yet | Manual · Source | |
| 4978 | Unranked | mcp-riot-gamesmcp · ai-agents | Enables AI agents to query Riot Games data such as accounts, summoners, match history, and champion mastery… | No signals yet | Manual · Source | |
| 4979 | Unranked | mcp-prh-fimcp · ai-agents | Enables AI agents to query Finnish Patent and Registration Office (PRH) open data via YTJ, using natural… | No signals yet | Manual · Source | |
| 4980 | Unranked | agentschatmcp · ai-agents | Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR trees, and human handoff… | No signals yet | Manual · Source | |
| 4981 | Unranked | repo-explorer-mcpmcp · ai-agents | Enables LLM-driven repository exploration by exposing an explore_repository tool over stdio, using codebase… | No signals yet | Manual · Source | |
| 4982 | Unranked | agentic-os-mcpmcp · ai-agents | Read-only MCP server that exposes the agentic-os governance, SDLC, and Quality Engineering methodology to any… | No signals yet | Manual · Source | |
| 4983 | Unranked | hiresignalmcp · ai-agents | MCP server that turns live job postings into buying signals for B2B sales, enabling AI agents to find… | No signals yet | Manual · Source | |
| 4984 | Unranked | mundigitalmcp · ai-agents | Exposes a public, read-only professional profile with tools to search resume evidence, fetch curated links… | No signals yet | Manual · Source | |
| 4985 | Unranked | facebook-ads-mcpmcp · ai-agents | Enables AI agents to browse and query Facebook Ads data including ad accounts, campaigns, ad sets, and… | No signals yet | Manual · Source | |
| 4986 | Unranked | fallimmig-us-mcpmcp · ai-agents | A sovereign, MIT-licensed MCP server for professional-service workflows, providing offline-capable… | No signals yet | Manual · Source | |
| 4987 | Unranked | owasp-mcp-scanmcp · ai-agents | Passive security scanner that audits a running MCP server against the OWASP MCP Top 10 and grades it A-F… | No signals yet | Manual · Source | |
| 4988 | Unranked | agent-usagemcp · ai-agents | Exposes rate-limit and usage data for AI coding agent CLIs as MCP tools, enabling querying of usage snapshots… | No signals yet | Manual · Source | |
| 4989 | Unranked | upilotmcp · ai-agents | Unity Editor automation bridge for AI agents and MCP clients, enabling inspection, control, and diagnostics of… | No signals yet | Manual · Source | |
| 4990 | Unranked | orphographmcp · ai-agents | Enables AI agents and MCP hosts to anchor file hashes to Bitcoin via OpenTimestamps and verify proofs… | No signals yet | Manual · Source | |
| 4991 | Unranked | mcp-dev-feedsmcp · ai-agents | Enables AI agents to browse and read curated software-development feeds, fetch any RSS/Atom/RDF feed via URL… | No signals yet | Manual · Source | |
| 4992 | Unranked | mcp-dart-krmcp · ai-agents | Enables AI agents to access Korea's DART financial data system for retrieving and analyzing corporate… | No signals yet | Manual · Source | |
| 4993 | Unranked | mcp-colombia-secopmcp · ai-agents | Enables AI agents to query Colombian government procurement data via MCP tools or natural language questions. | No signals yet | Manual · Source | |
| 4994 | Unranked | accountingqb-mcpmcp · ai-agents | The AccountingQB-MCP server is a comprehensive QuickBooks Online integration for Claude, offering 108 tools to… | No signals yet | Manual · Source | |
| 4995 | Unranked | mcp-ai-feedsmcp · ai-agents | Provides access to curated AI news feeds and the ability to fetch and normalize any RSS/Atom/RDF feed… | No signals yet | Manual · Source | |
| 4996 | Unranked | openwebui-tools-mcp-servermcp · ai-agents | A single MCP server bundling web search, stock data, Wolfram Alpha, and YouTube transcript tools, enabling use… | No signals yet | Manual · Source | |
| 4997 | Unranked | paigymcp · ai-agents | Call, text, or push your phone when an agent needs input mid-task — reply by voice instead of babysitting a… | No signals yet | Manual · Source | |
| 4998 | Unranked | peil-mcpmcp · ai-agents | Connect Peil to Claude (or any MCP client): log hours, draft invoices from unbilled hours, and check where you… | No signals yet | Manual · Source | |
| 4999 | Unranked | context-vaultmcp · ai-agents | Persistent memory for AI agents enabling saving, searching, and managing knowledge across sessions with local… | No signals yet | Manual · Source | |
| 5000 | Unranked | arcade1v1mcp · ai-agents | Let AI agents play ranked 1v1 arcade games (2048, Tetris, Snake, Flappy, Racing, Space Invaders) against… | No signals yet | Manual · Source |
Score colour 3+ signals · 2 · 1Tie order: signals, last commit, starsGitHub data: or later