Leaderboard
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5501 | Unranked | grok-build-mcp-servermcp · ai-agents | Exposes the Grok Build CLI as MCP tools for Claude Code and other clients, enabling headless AI agents to… | No signals yet | Manual · Source | |
| 5502 | Unranked | bring-mcpmcp · ai-agents | MCP server that writes items to a Bring! shopping list, enabling Claude to add recipe ingredients directly to… | No signals yet | Manual · Source | |
| 5503 | Unranked | paperware-mcpmcp · ai-agents | Enables AI agents to directly interact with ERPNext/Frappe business data and operations, including document… | No signals yet | Manual · Source | |
| 5504 | Unranked | vertiso-memorymcp · ai-agents | A portable, user-owned memory for MCP-capable agents in VS Code, enabling cross-agent recall and memory… | No signals yet | Manual · Source | |
| 5505 | Unranked | trippy-mcpmcp · ai-agents | An MCP server that lets coding agents trade on Injective, including launching tokens on SHROOM Pad, trading… | No signals yet | Manual · Source | |
| 5506 | Unranked | laminateanalyzermcpmcp · ai-agents | Computes neutral surface, ABD stiffness, and evaluation metrics for laminated composites, allowing LLM agents… | No signals yet | Manual · Source | |
| 5507 | Unranked | junai-mcpmcp · ai-agents | Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a… | No signals yet | Manual · Source | |
| 5508 | Unranked | ansible-galaxy-mcpmcp · ai-agents | An MCP server that lets AI agents discover Ansible Galaxy collection input/output contracts, including module… | No signals yet | Manual · Source | |
| 5509 | Unranked | bay-runmcp · ai-agents | Enables agents to discover, evaluate, and serve task-specialist models (embeddings, reranking, classification… | No signals yet | Manual · Source | |
| 5510 | Unranked | i18n-toolsmcp · ai-agents | Provides internationalization MCP tools enabling AI agents to perform translations, locale management, and… | No signals yet | Manual · Source | |
| 5511 | Unranked | cerase-tasks-mcpmcp · ai-agents | A tasks and projects board MCP server for agents, providing create, list, and status update tools with… | No signals yet | Manual · Source | |
| 5512 | Unranked | cerase-search-mcpmcp · ai-agents | Enables web search and deep multi-source research for Cerase agents via LiteLLM proxy, with billing… | No signals yet | Manual · Source | |
| 5513 | Unranked | a2a-fep-consensusmcp · ai-agents | Short Description (概要): An MCP server providing FEP (Free Energy Principle) matrix-pruning tools… | No signals yet | Manual · Source | |
| 5514 | Unranked | casandramcp · ai-agents | Enables AI agents to retrieve real-time cryptocurrency quotes, portfolio state, risk scores (0-100), and… | No signals yet | Manual · Source | |
| 5515 | Unranked | csoai-org-llm-compliance-comparison-mcpmcp · ai-agents | Python MCP server for comparing LLM compliance and policy adherence. | No signals yet | Manual · Source | |
| 5516 | Unranked | polypack-mcpmcp · ai-agents | Provides persistent adaptive memory management with tools for storing, recalling, contextualizing, and… | No signals yet | Manual · Source | |
| 5517 | Unranked | signal-desk-by-larrybuildsai-mcp-servermcp · ai-agents | Enables buyer-side spend-routing preflights before larger paid agent tool calls, with bounded planning and… | No signals yet | Manual · Source | |
| 5518 | Unranked | mcp-server-anydocmcp · ai-agents | Local MCP server that converts PDF, Word, PowerPoint, Excel and more to Markdown on your machine, enabling… | No signals yet | Manual · Source | |
| 5519 | Unranked | personal-aiva-mcp-bootstrapmcp · ai-agents | A self-hosted MCP server that gives ChatGPT controlled access to a user's Oracle Cloud Ubuntu VM through tools… | No signals yet | Manual · Source | |
| 5520 | Unranked | noyrax-unified-mcp-servermcp · ai-agents | Unified MCP server that orchestrates 5D Database and Documentation System plugins, providing AI agents with… | No signals yet | Manual · Source | |
| 5521 | Unranked | recruitee-mcpmcp · ai-agents | Enables managing Recruitee/Tellent recruiting pipelines from Claude, including reading roles and candidates… | No signals yet | Manual · Source | |
| 5522 | Unranked | ezumba-exergynetmcp · ai-agents | Thermodynamic compute settlement for autonomous agents enabling energy-based transaction coordination. | No signals yet | Manual · Source | |
| 5523 | Unranked | aris-mcpmcp · ai-agents | Connects agentic AI to Software AG ARIS platforms, enabling model and object operations via MCP tools. | No signals yet | Manual · Source | |
| 5524 | Unranked | noumi-mcp-servermcp · ai-agents | Enables AI agents to register as AI musicians, compose songs, and publish them to noumi.cc through a set of… | No signals yet | Manual · Source | |
| 5525 | Unranked | pathguard-mcpmcp · ai-agents | Enables MCP-compatible AI agents to scan crypto transactions for scam addresses, clipboard-hijack patterns… | No signals yet | Manual · Source | |
| 5526 | Unranked | hyperion-v2mcp · ai-agents | Universal MCP server that enables any LLM agent (Claude, Cursor, Cline) to control a real Chrome browser with… | No signals yet | Manual · Source | |
| 5527 | Unranked | skill-lintmcp · ai-agents | Lint agent SKILL.md files and MCP tool schemas to catch issues like missing descriptions, similar skills… | No signals yet | Manual · Source | |
| 5528 | Unranked | gagelinkmcp · ai-agents | Provides hydrology data (river levels, streamflow, flood forecasts, water quality) from USGS, NOAA, and SWOT… | No signals yet | Manual · Source | |
| 5529 | Unranked | bumblebiber-hmemmcp · ai-agents | Hierarchical persistent memory for AI agents with automatic summarization and context retrieval. | No signals yet | Manual · Source | |
| 5530 | Unranked | mcp-grand-prixmcp · ai-agents | Enables LLM agents to participate in a live 3D racing simulation by submitting race strategies, reacting to… | No signals yet | Manual · Source | |
| 5531 | Unranked | verdict-finance-mcpmcp · ai-agents | Enables AI agents to query Verdict's institutional DeFi diligence layer, including letter grades and composite… | No signals yet | Manual · Source | |
| 5532 | Unranked | mengine-mcpmcp · ai-agents | Enables AI agents to launch, inspect, control, debug, and hot-reload live Mengine game builds through Visual… | No signals yet | Manual · Source | |
| 5533 | Unranked | attestify-mcpmcp · ai-agents | MCP server exposing Attestify OS agents as callable tools, enabling governed AI agent runs for financial… | No signals yet | Manual · Source | |
| 5534 | Unranked | arcmap-mcpmcp · ai-agents | MCP server that allows AI agents to control a live ArcMap session via arcpy, including listing layers… | No signals yet | Manual · Source | |
| 5535 | Unranked | fxabsolute-mcpmcp · ai-agents | MCP server that connects coding agents to FXAbsolute's candle history, offering tools to query OHLC data… | No signals yet | Manual · Source | |
| 5536 | Unranked | aegis-riskmcp · ai-agents | A multi-agent financial portfolio risk analyzer that provides MCP tools for fetching market news and storing… | No signals yet | Manual · Source | |
| 5537 | Unranked | primer-mcpmcp · ai-agents | A Jira-lite MCP server that enables planning-first workflows for AI-assisted development. It manages tickets… | No signals yet | Manual · Source | |
| 5538 | Unranked | pretty-prompt-mcp-servermcp · ai-agents | Exposes tools to list and save prompts from the Pretty Prompt library, enabling integration with AI editors… | No signals yet | Manual · Source | |
| 5539 | Unranked | mcp-svstudiomcp · ai-agents | Enables LLM agents to manipulate Synthesizer V Studio 2 Pro projects, including notes, lyrics, phonemes, vocal… | No signals yet | Manual · Source | |
| 5540 | Unranked | claude-code-telegram-kitmcp · ai-agents | Enables sending properly rendered Markdown messages to Telegram and remotely resetting Claude Code's context… | No signals yet | Manual · Source | |
| 5541 | Unranked | website-auditor-mcpmcp · ai-agents | Provides AI-visibility scoring and site auditing capabilities for websites, enabling agents to check how sites… | No signals yet | Manual · Source | |
| 5542 | Unranked | llx-agent-mcp-implementationmcp · ai-agents | A minimal MCP server with a sample search_news skill that demonstrates how Claude Code can automatically call… | No signals yet | Manual · Source | |
| 5543 | Unranked | fluxdots-mcpmcp · ai-agents | MCP server that lets agents play the FluxDots strategy game, including hosting/joining matches, making moves… | No signals yet | Manual · Source | |
| 5544 | Unranked | version-pill-mcpmcp · ai-agents | AI-native project management server for coding agents, offering 60 tools for tasks, releases, epics, cycles… | No signals yet | Manual · Source | |
| 5545 | Unranked | benchtop-mcpmcp · ai-agents | MCP server for operating, recording, and analyzing serial-connected measurement instruments and circuits via… | No signals yet | Manual · Source | |
| 5546 | Unranked | mcp-cpg-agent-protocolsmcp · ai-agents | Provides CPG agent protocols, signals, and standards for agentic commerce, including tools to query protocol… | No signals yet | Manual · Source | |
| 5547 | Unranked | mcp-microsoft-todomcp · ai-agents | Enables AI agents to manage Microsoft To Do tasks via natural language queries through the Pipeworx gateway. | No signals yet | Manual · Source | |
| 5548 | Unranked | mcp-microsoft-onenotemcp · ai-agents | Enables AI agents to query and interact with Microsoft OneNote data via natural language, as part of the… | No signals yet | Manual · Source | |
| 5549 | Unranked | demo-redshift-mcpmcp · ai-agents | Enables natural-language analysis of insurance customer migration data through CrewAI agents, providing tools… | No signals yet | Manual · Source | |
| 5550 | Unranked | mcp-french-public-procurementmcp · ai-agents | Enables agents to inspect French public procurement sources, including DECP, BOAMP, buyers, suppliers, and… | No signals yet | Manual · Source | |
| 5551 | Unranked | dear-claudemcp · ai-agents | MCP server that watches issue trackers and comments for 'Dear Claude' and spawns local Claude Code instances… | No signals yet | Manual · Source | |
| 5552 | Unranked | police-mcp-servermcp · ai-agents | Enables a police agent to autonomously chase a thief in a peer-to-peer grid game using FastMCP for turn-based… | No signals yet | Manual · Source | |
| 5553 | Unranked | smngrp05-policemcp · ai-agents | Implements a distributed cops-and-robbers game agent as a FastMCP server, enabling peer-to-peer play with no… | No signals yet | Manual · Source | |
| 5554 | Unranked | smngrp05-thief-mcp-servermcp · ai-agents | Runs a decentralized thief agent for a peer-to-peer cops-and-robbers game, using FastMCP to exchange moves and… | No signals yet | Manual · Source | |
| 5555 | Unranked | uoh-ag12-thief-mcp-servermcp · ai-agents | Enables decentralized turn-based gameplay between thief and police agents in a peer-to-peer network, handling… | No signals yet | Manual · Source | |
| 5556 | Unranked | ix-memorymcp · ai-agents | Provides Claude with a persistent, auditable memory stored as markdown and YAML files in a private GitHub… | No signals yet | Manual · Source | |
| 5557 | Unranked | taskpadmcp · ai-agents | A Windows system-tray task manager with MCP server integration, enabling Claude Code, Claude Desktop, and… | No signals yet | Manual · Source | |
| 5558 | Unranked | taskgrade-mcp-servermcp · ai-agents | Classifies software implementation tasks using local Ollama models and recommends coding-agent models based on… | No signals yet | Manual · Source | |
| 5559 | Unranked | autoxeo-agentmcp · ai-agents | Enables connecting to AutoXEO Cloud, managing accounts and project bindings, and executing evidence-led GEO… | No signals yet | Manual · Source | |
| 5560 | Unranked | phi-mcp-servermcp · ai-agents | Enables AI agents to analyze synthetic biomarker panels via Phi Longevity's PRISM clinical recommendation… | No signals yet | Manual · Source | |
| 5561 | Unranked | hythemcp · ai-agents | An MCP server that lets multiple AI coding agents share state, preserve context across sessions, and… | No signals yet | Manual · Source | |
| 5562 | Unranked | tinypilot-mcpmcp · ai-agents | MCP server that exposes fleet-aware KVM primitives for AI agents to control TinyPilot devices, including… | No signals yet | Manual · Source | |
| 5563 | Unranked | spotify-mcpmcp · ai-agents | MCP server to control Spotify conversationally from Claude, Cursor, and other AI clients. | No signals yet | Manual · Source | |
| 5564 | Unranked | codex-routermcp · ai-agents | A durable MCP control plane for starting, observing, steering, continuing, cancelling, and handing off… | No signals yet | Manual · Source | |
| 5565 | Unranked | lawmatics-mcpmcp · ai-agents | Connects Claude to Lawmatics legal CRM, enabling natural-language queries and management of matters, contacts… | No signals yet | Manual · Source | |
| 5566 | Unranked | pegcheckmcp · ai-agents | Enables AI agents to verify Robinhood Stock Token prices against real market prices before trading, providing… | No signals yet | Manual · Source | |
| 5567 | Unranked | khwan-mcpmcp · ai-agents | Enables persistent, distilled memory for AI assistants, allowing recall and storage of durable facts across… | No signals yet | Manual · Source | |
| 5568 | Unranked | ptc-fs-mcpmcp · ai-agents | A small filesystem MCP server that reads and writes files under one confined root over stdio, with paginated… | No signals yet | Manual · Source | |
| 5569 | Unranked | pixi-taskmcp · ai-agents | A secure MCP server providing controlled access to pixi tasks and commands, eliminating agent bash… | No signals yet | Manual · Source | |
| 5570 | Unranked | coppeliasim-mcpmcp · ai-agents | An MCP server that lets Claude Code or any MCP client drive a running CoppeliaSim 4.10 simulation--building… | No signals yet | Manual · Source | |
| 5571 | Unranked | chirindomcp · ai-agents | A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts tools/call requests, evaluates… | No signals yet | Manual · Source | |
| 5572 | Unranked | hippmem-mcpmcp · ai-agents | Enables AI assistants to have persistent associative memory across sessions by storing memories, discovering… | No signals yet | Manual · Source | |
| 5573 | Unranked | genesis-proofrelaymcp · ai-agents | Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Exposes 22 public-safe tools, 11… | No signals yet | Manual · Source | |
| 5574 | Unranked | ploidymcp · ai-agents | MCP server that reduces confirmation bias in LLMs by orchestrating structured debates between asymmetric… | No signals yet | Manual · Source | |
| 5575 | Unranked | sentientui-mcpmcp · ai-agents | MCP server for SentientUI that gives AI agents in Claude Code, Cursor, and Copilot direct access to experiment… | No signals yet | Manual · Source | |
| 5576 | Unranked | opus-growth-mcp-connectormcp · ai-agents | A hosted MCP server that enables managing Google Ads, Microsoft Advertising, TikTok Ads, LinkedIn Ads, and… | No signals yet | Manual · Source | |
| 5577 | Unranked | loopgaugemcp · ai-agents | MCP server that experiments with cheaper LLM policies (model, prompt, reasoning, retry, escalation) against… | No signals yet | Manual · Source | |
| 5578 | Unranked | io-github-seekdaseek-agentfeedmcp · ai-agents | Provides live crypto liquidation data, cascade detection, positioning, and market data for AI agents via MCP… | No signals yet | Manual · Source | |
| 5579 | Unranked | jules-mcp-server-2mcp · ai-agents | Enables LLMs to create and manage Google Jules coding sessions programmatically. | No signals yet | Manual · Source | |
| 5580 | Unranked | cronometer-mcp-servermcp · ai-agents | Enables reading and writing your Cronometer food diary from Claude.ai and Claude Code, including food entries… | No signals yet | Manual · Source | |
| 5581 | Unranked | agent-relaymcp · ai-agents | MCP server that enables AI agents on different machines to communicate and collaborate directly through relay… | No signals yet | Manual · Source | |
| 5582 | Unranked | codex-intercom-mcpmcp · ai-agents | MCP server that exposes intercom tools inside Codex sessions, enabling discovery and messaging with other… | No signals yet | Manual · Source | |
| 5583 | Unranked | claude-mac-bridgemcp · ai-agents | MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac via SSH over Tailscale… | No signals yet | Manual · Source | |
| 5584 | Unranked | franticmcp · ai-agents | Enables stdio-only MCP clients to connect to the Frantic bounty board, letting users post and fund bounties… | No signals yet | Manual · Source | |
| 5585 | Unranked | bgphorizon-mcpmcp · ai-agents | Enables AI assistants to query global BGP routing intelligence, including network investigation, origin… | No signals yet | Manual · Source | |
| 5586 | Unranked | unofficial-overleaf-mcp-servermcp · ai-agents | Enables AI agents to interact with Overleaf projects directly, including creating projects, managing files… | No signals yet | Manual · Source | |
| 5587 | Unranked | ae-meta-mcpmcp · ai-agents | Lightweight MCP server for After Effects that enables Cursor Agent to execute ExtendScript code inside AE via… | No signals yet | Manual · Source | |
| 5588 | Unranked | ptolemy-mcpmcp · ai-agents | Enables AI agents to construct and simulate Ptolemy II models over MCP, including SDF model builds and signal… | No signals yet | Manual · Source | |
| 5589 | Unranked | la-caja-mcpmcp · ai-agents | Enables structured debates with agent-agent-human interaction and access to persistent contextual memory (La… | No signals yet | Manual · Source | |
| 5590 | Unranked | lavermcp · ai-agents | Kanban boards, sprints, tickets and a team wiki on laver.app. Versioned writes so concurrent agents get a 409… | No signals yet | Manual · Source | |
| 5591 | Unranked | meridian59-llm-botmcp · ai-agents | Provides MCP supervision and knowledge tools for controlling an LLM-driven Meridian 59 character, enabling… | No signals yet | Manual · Source | |
| 5592 | Unranked | acp-governance-mcp-servermcp · ai-agents | Governs AI agent tool calls by checking them against Agentic Control Plane policies, returning allow/deny/ask… | No signals yet | Manual · Source | |
| 5593 | Unranked | mesh-connectormcp · ai-agents | The open connector for MeshMarket — an agent-to-agent capability exchange. Browsing is keyless; agents… | No signals yet | Manual · Source | |
| 5594 | Unranked | peer-agents-mcpmcp · ai-agents | Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for code review, planning… | No signals yet | Manual · Source | |
| 5595 | Unranked | cheap-labormcp · ai-agents | An MCP server that splits coding work between ChatGPT web (planning, review) and Codex CLI (implementation)… | No signals yet | Manual · Source | |
| 5596 | Unranked | bitrix24-mcpmcp · ai-agents | Production-grade MCP server for Bitrix24 Cloud with 45 tools, safe by default. Connects Claude Desktop to your… | No signals yet | Manual · Source | |
| 5597 | Unranked | ai-model-registry-mcp-servermcp · ai-agents | Enables AI agents to discover and query live model information from OpenRouter, HuggingFace, and Ollama Cloud… | No signals yet | Manual · Source | |
| 5598 | Unranked | schemastoremcp · ai-agents | Enables AI agents to list, find, fetch, and look up JSON Schema documents from the SchemaStore catalog. | No signals yet | Manual · Source | |
| 5599 | Unranked | world-news-feedsmcp · ai-agents | Provides curated international news feeds with tools to list, read, and fetch RSS/Atom/RDF feeds. Enables AI… | No signals yet | Manual · Source | |
| 5600 | Unranked | mcp-tax-regulationsmcp · ai-agents | Provides access to US Treasury and IRS tax regulations (26 CFR) via MCP, enabling AI agents to query tax… | No signals yet | Manual · Source |
Score colour 3+ signals · 2 · 1Tie order: signals, last commit, starsGitHub data: or later