Leaderboard
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4801 | Unranked | decision-tablemcp · ai-agents | Provides deterministic decision and constraint evaluation for AI agents. Supports ruleset validation, fact… | No signals yet | Manual · Source | |
| 4802 | Unranked | agenttaktmcp · ai-agents | Review & approve AI agent task plans in a ComfyUI-style node editor, right in your terminal (MCP server + TUI) | No signals yet | Manual · Source | |
| 4803 | Unranked | ralphiia-founderosmcp · ai-agents | Enables founders to operate their business, manage daily life memory, and execute workflows through WhatsApp… | No signals yet | Manual · Source | |
| 4804 | Unranked | agent-delegation-mcpmcp · ai-agents | Enables Claude Code to delegate implementation tasks to Antigravity CLI and OpenCode, run them fully… | No signals yet | Manual · Source | |
| 4805 | Unranked | pixelvault-dev-local-mcpmcp · ai-agents | A local (stdio) MCP server for PixelVault — agent-first image hosting, enabling upload of local files by path… | No signals yet | Manual · Source | |
| 4806 | Unranked | verummcp · ai-agents | Verum's MCP server turns any codebase into a deterministic, queryable fact layer — an agent can ask who calls… | No signals yet | Manual · Source | |
| 4807 | Unranked | gpt-windows-connectormcp · ai-agents | Remote-first, model-independent Windows execution MCP for ChatGPT, Claude, Gemini, and other MCP-compatible AI… | No signals yet | Manual · Source | |
| 4808 | Unranked | agent-accessibility-auditor-mcp-servermcp · ai-agents | Audits a domain to determine if AI agents and crawlers can access and read it, returning a flat row of 42… | No signals yet | Manual · Source | |
| 4809 | Unranked | goaltreemcp · ai-agents | MCP server for GoalT, a multi-parent value-propagating goal graph. It enables building and querying goal… | No signals yet | Manual · Source | |
| 4810 | Unranked | stata-mcp-repromcp · ai-agents | Provides project-local, reproducible Stata execution for humans and AI agents, with immutable run artifacts… | No signals yet | Manual · Source | |
| 4811 | Unranked | oreo-puddingmcp · ai-agents | Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, supporting listing calendars… | No signals yet | Manual · Source | |
| 4812 | Unranked | aimarket-oracle-gatewaymcp · ai-agents | MCP server exposing AIMarket's verifiable oracle capabilities (Platon VRF, Chronos VDF, LUMEN reputation) as… | No signals yet | Manual · Source | |
| 4813 | Unranked | 4botsmcp · ai-agents | Daily content delivery service for AI briefing agents across 10 topic channels. | No signals yet | Manual · Source | |
| 4814 | Unranked | ghantikamcp · ai-agents | Run commands in the background and get notified when they finish, so your AI agent can proceed without… | No signals yet | Manual · Source | |
| 4815 | Unranked | cxg-census-mcpmcp · ai-agents | Enables LLM agents to query the CZ CELLxGENE Census single-cell atlas with ontology-aware filters, cost caps… | No signals yet | Manual · Source | |
| 4816 | Unranked | shortpixel-mcp-servermcp · ai-agents | Exposes ShortPixel SPIO image optimization to AI agents, allowing them to optimize image URLs via tools like… | No signals yet | Manual · Source | |
| 4817 | Unranked | guffawaffle-lexmcp · ai-agents | Provides episodic memory and architectural policy enforcement for AI agents. | No signals yet | Manual · Source | |
| 4818 | Unranked | chronova-mcp-servermcp · ai-agents | MCP server that exposes Chronova developer productivity data to AI agents. Built on the Model Context… | No signals yet | Manual · Source | |
| 4819 | Unranked | compute-finance-mcpmcp · ai-agents | Provides real-time AI compute pricing and cost analysis across LLM providers, enabling session cost tracking… | No signals yet | Manual · Source | |
| 4820 | Unranked | getterdone-mcp-servermcp · ai-agents | Enables AI agents to post tasks, manage escrow, approve work, and pay human gig workers on the GetterDone… | No signals yet | Manual · Source | |
| 4821 | Unranked | universal-brute-workpackmcp · ai-agents | Turns an Agent client into a local-first workbench with tools for files, grep, patching, commands, web search… | No signals yet | Manual · Source | |
| 4822 | Unranked | any-model-pluginmcp · ai-agents | Enables AI agents to delegate tasks, run adversarial reviews, and manage background jobs across multiple… | No signals yet | Manual · Source | |
| 4823 | Unranked | cfast-mcpmcp · ai-agents | Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step via tools for compartments… | No signals yet | Manual · Source | |
| 4824 | Unranked | base-tx-explainmcp · ai-agents | Explains any Base mainnet transaction hash by returning a structured JSON with action type, assets moved, risk… | No signals yet | Manual · Source | |
| 4825 | Unranked | deepthonkmcp · ai-agents | DeepThonk is an MCP server that provides a budget-friendly, provider-neutral deep-thinking engine based on the… | No signals yet | Manual · Source | |
| 4826 | Unranked | aibvf-mcpmcp · ai-agents | Pre-flight scoring for AI agents, returns Accelerate, Fix, or Stop with EUR value range, decision confidence… | No signals yet | Manual · Source | |
| 4827 | Unranked | darwin-memomcp · ai-agents | Provides an MCP server that gives LLM agents an evolutionary memory: entries pay upkeep and survive only if… | No signals yet | Manual · Source | |
| 4828 | Unranked | qiuchimcp · ai-agents | A production-grade MCP server framework with plugin system, middleware pipeline, and multi-transport support… | No signals yet | Manual · Source | |
| 4829 | Unranked | sops-mcpmcp · ai-agents | MCP server for creating and managing SOPS-encrypted secret files using age encryption, enabling AI agents to… | No signals yet | Manual · Source | |
| 4830 | Unranked | kindora-for-chatgpt-mcp-servermcp · ai-agents | A Python FastMCP server that re-exposes Kindora's public funder and grant tools for ChatGPT, enabling grant… | No signals yet | Manual · Source | |
| 4831 | Unranked | biznetai-mcp-servermcp · ai-agents | A hosted MCP server that routes natural-language shopping queries to independent merchant storefronts… | No signals yet | Manual · Source | |
| 4832 | Unranked | gridlacemcp · ai-agents | Enables deterministic dependency reasoning over declared graphs, allowing users and AI agents to validate… | No signals yet | Manual · Source | |
| 4833 | Unranked | gas-fee-predictormcp · ai-agents | Provides live Ethereum and Layer-2 gas fee data, ETH price, transaction cost estimates, and optimal timing… | No signals yet | Manual · Source | |
| 4834 | Unranked | kael-thread-rebuild-mcpmcp · ai-agents | MCP server for safely continuing long Claude Code sessions by cleaning transcripts, removing runtime noise… | No signals yet | Manual · Source | |
| 4835 | Unranked | mcp-gest-o-de-tarefasmcp · ai-agents | Integra agentes de desenvolvimento ao sistema Gestão de Tarefas, permitindo gerenciar projetos, demandas… | No signals yet | Manual · Source | |
| 4836 | Unranked | estellemcp · ai-agents | Provides persistent memory for coding agents and grounds their claims by verifying against the actual… | No signals yet | Manual · Source | |
| 4837 | Unranked | review-assistmcp · ai-agents | Captures a coding agent's session into an Intent Document, enabling guided and verifiable pull-request reviews… | No signals yet | Manual · Source | |
| 4838 | Unranked | jk-mcpmcp · ai-agents | A local coding bridge that enables ChatGPT to read, edit, test, and manage Git operations on your local… | No signals yet | Manual · Source | |
| 4839 | Unranked | gabrielalmir-animagine-xlmcp · ai-agents | Provides prompt validation, optimization, and image generation tools for the Animagine XL 4.0 anime/manga… | No signals yet | Manual · Source | |
| 4840 | Unranked | deadends-devmcp · ai-agents | Helps AI agents avoid repeating known failures by providing deterministic lookup of dead ends for coding… | No signals yet | Manual · Source | |
| 4841 | Unranked | leafmemmcp · ai-agents | MCP server for LeafMem, a layered memory engine that gives AI agents persistent, scoped memory with local… | No signals yet | Manual · Source | |
| 4842 | Unranked | sitelint-auditor-mcpmcp · ai-agents | Runs WCAG accessibility, SEO, performance, and security audits on URLs or raw HTML via SiteLint Auditor… | No signals yet | Manual · Source | |
| 4843 | Unranked | manentmcp · ai-agents | MCP server that turns a git-versioned Markdown vault into a queryable memory for AI agents, providing tools… | No signals yet | Manual · Source | |
| 4844 | Unranked | first-ch-tools-mcpmcp · ai-agents | MCP server exposing First CH Tools' free web-tool logic for WCAG contrast, JP character counting, WebP… | No signals yet | Manual · Source | |
| 4845 | Unranked | convradarmcp · ai-agents | Enables conversational analysis of Google Analytics 4 data through MCP-compatible clients like Claude and… | No signals yet | Manual · Source | |
| 4846 | Unranked | agymcpmcp · ai-agents | Wraps the Antigravity CLI (agy) as an MCP server, enabling Claude Code and other MCP clients to execute AI… | No signals yet | Manual · Source | |
| 4847 | Unranked | testgraphmcp · ai-agents | TestGraph is a shared structured knowledge and review graph for AI agents. Its MCP server lets ChatGPT, Claude… | No signals yet | Manual · Source | |
| 4848 | Unranked | promptready-mcpmcp · ai-agents | Converts PDF and CSV files to Markdown from AI agents via cloud API, with browser-based Google login and saved… | No signals yet | Manual · Source | |
| 4849 | Unranked | velacumcp · ai-agents | macOS computer-use MCP server enabling AI agents to capture and interact with specific app windows via… | No signals yet | Manual · Source | |
| 4850 | Unranked | complyosmcp · ai-agents | AI-native compliance auditing engine for enterprise LMS, enabling querying compliance status, running audits… | No signals yet | Manual · Source | |
| 4851 | Unranked | agrentingmcp · ai-agents | Marketplace plugin enabling Claude Code to discover, hire, monitor, and retrieve results from remote agents… | No signals yet | Manual · Source | |
| 4852 | Unranked | thatchmcp · ai-agents | Enables many Claude Code sessions to connect to a single HTTP MCP server, be addressed by name, and receive… | No signals yet | Manual · Source | |
| 4853 | Unranked | actualbudget-mcp-servermcp · ai-agents | An MCP server for Actual Budget that enables AI agents to read and manage budget data, including accounts… | No signals yet | Manual · Source | |
| 4854 | Unranked | mdifymcp · ai-agents | Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when read by Claude Code, reducing… | No signals yet | Manual · Source | |
| 4855 | Unranked | infinite-code-nextmcp · ai-agents | Enables AI coding agents to keep persistent, verifiable memory of a codebase, including the reasons behind… | No signals yet | Manual · Source | |
| 4856 | Unranked | aegis-governancemcp · ai-agents | Quantitative governance gate for AI agents. Six gates (risk, profit, novelty, complexity, quality, utility)… | No signals yet | Manual · Source | |
| 4857 | Unranked | visualq-mcp-servermcp · ai-agents | Enables running visual regression tests, polling results, and reading structured failure reports via MCP… | No signals yet | Manual · Source | |
| 4858 | Unranked | knowmindmcp · ai-agents | Das Agentengehirn und Langzeitgedächtnis aus Deutschland. | No signals yet | Manual · Source | |
| 4859 | Unranked | gryps-agent-mcpmcp · ai-agents | Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding… | No signals yet | Manual · Source | |
| 4860 | Unranked | hio-client-mcp-servermcp · ai-agents | Enables agents to interact with the Human Is Offline protocol by reading authority cards, submitting encrypted… | No signals yet | Manual · Source | |
| 4861 | Unranked | hikmahtech-drwhomemcp · ai-agents | Remote MCP server at `https://drwho.me/mcp/mcp` with 10 developer utilities: base64 encode/decode, JWT decode… | No signals yet | Manual · Source | |
| 4862 | Unranked | blogger-agent-mcpmcp · ai-agents | Enables automated multi-agent content generation, trend analysis, and travel route planning with live web… | No signals yet | Manual · Source | |
| 4863 | Unranked | chat-roommcp · ai-agents | Provides a local chat room for coordinating work across Git worktrees, coding agents (Claude, Codex), and… | No signals yet | Manual · Source | |
| 4864 | Unranked | mcp-gsc-ai-agent-carrier-class-fleetmcp · ai-agents | Enables discovery of carrier fleets, jurisdictions, and carrier cards across multiple sovereign regions using… | No signals yet | Manual · Source | |
| 4865 | Unranked | ableton-control-deckmcp · ai-agents | An MCP bridge that enables AI agents to read and control Ableton Live sessions with read-back verification… | No signals yet | Manual · Source | |
| 4866 | Unranked | pyaireadermcp · ai-agents | MCP server for safely reading public URLs for AI agents, providing tools to fetch, extract, cache, and inspect… | No signals yet | Manual · Source | |
| 4867 | Unranked | befallmcp · ai-agents | Multiplayer coordination for AI coding agents: Claude Code, Codex CLI and Cursor share one room per… | No signals yet | Manual · Source | |
| 4868 | Unranked | claude-mcp-jiramcp · ai-agents | Integrates Claude with Jira for corporate environments using an internal MCP server with SSE, supporting… | No signals yet | Manual · Source | |
| 4869 | Unranked | ai-guardianmcp · ai-agents | Enables observability and governance for local LLMs via Ollama, including auditing model usage, scanning… | No signals yet | Manual · Source | |
| 4870 | Unranked | eqvpsmcp · ai-agents | No-KYC crypto VPS hosting with an MCP server that lets AI agents provision VPS programmatically. Pay with… | No signals yet | Manual · Source | |
| 4871 | Unranked | passpapermcp · ai-agents | Enables AI agents like Claude Code and Codex to read handwriting and sketches drawn on a tablet in real time… | No signals yet | Manual · Source | |
| 4872 | Unranked | google-maps-harnessmcp · ai-agents | Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it… | No signals yet | Manual · Source | |
| 4873 | Unranked | deusproof-mcpmcp · ai-agents | Enables AI agents to certify their creations with verifiable, timestamped proof anchored to Bitcoin, and to… | No signals yet | Manual · Source | |
| 4874 | Unranked | repository-memorymcp · ai-agents | MCP server that provides a citation-first memory layer for AI agents, enabling verified search across… | No signals yet | Manual · Source | |
| 4875 | Unranked | ccxmcp · ai-agents | A typed, append-only event log and resume system for Claude Code, enabling agents to record schema-validated… | No signals yet | Manual · Source | |
| 4876 | Unranked | basic-memory-mcpmcp · ai-agents | An MCP server that gives AI models a persistent notebook backed by a folder of Markdown files, with tools to… | No signals yet | Manual · Source | |
| 4877 | Unranked | aiready-ast-mcp-servermcp · ai-agents | AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing high-precision symbol… | No signals yet | Manual · Source | |
| 4878 | Unranked | autocad-electrical-mcpmcp · ai-agents | MCP server and web dashboard for controlling AutoCAD Electrical 2027 via natural language, supporting MCC… | No signals yet | Manual · Source | |
| 4879 | Unranked | askahuman-mcpmcp · ai-agents | An MCP server that enables AI agents to request human verification for tasks requiring real-world… | No signals yet | Manual · Source | |
| 4880 | Unranked | sagasmith-narrativemcp · ai-agents | An authoritative MCP server for long-form tabletop narrative play, managing campaign state, phases, revisions… | No signals yet | Manual · Source | |
| 4881 | Unranked | codex-advisormcp · ai-agents | Adds a second-opinion advisor to OpenAI Codex CLI, enabling consultation with ChatGPT subscription, OpenAI… | No signals yet | Manual · Source | |
| 4882 | Unranked | cubus-collaboration-hubmcp · ai-agents | Enables secure synchronization of ChatGPT, Claude, and Obsidian via Supabase as the source of truth, with… | No signals yet | Manual · Source | |
| 4883 | Unranked | freshmcp · ai-agents | A shared URL-freshness oracle for AI agents. Returns REUSE, REFETCH, or UNKNOWN before an agent pays to… | No signals yet | Manual · Source | |
| 4884 | Unranked | nexusm-mcp-servermcp · ai-agents | Generic MCP server exposing Nexusm core capabilities (memory, conversation, knowledge, feedback, context) to… | No signals yet | Manual · Source | |
| 4885 | Unranked | pinboardmcp · ai-agents | Pinboard is a local-first communication layer for coding agents, providing MCP tools for session presence… | No signals yet | Manual · Source | |
| 4886 | Unranked | hydramcp · ai-agents | Enables Codex to delegate bounded engineering jobs to Claude Code CLI in isolated Git worktrees with strict… | No signals yet | Manual · Source | |
| 4887 | Unranked | brazilayer-mcp-servermcp · ai-agents | Enables AI agents to access Brazilian public data including company registry and official sanction lists via… | No signals yet | Manual · Source | |
| 4888 | Unranked | mcp-kinetic-gainmcp · ai-agents | Provides 75 tools for the Kinetic Gain Protocol Suite, including validation, inspection, and attestation for… | No signals yet | Manual · Source | |
| 4889 | Unranked | mcp-rpcs1mcp · ai-agents | prevents llm from overload, freeze and oscillation | No signals yet | Manual · Source | |
| 4890 | Unranked | telos-mcpmcp · ai-agents | Exposes TELOS governance primitives—action scoring, receipt verification, Purpose Anchor inspection… | No signals yet | Manual · Source | |
| 4891 | Unranked | yads-mcpmcp · ai-agents | Enables MCP-capable LLM agents to control YADS queues, manage tags, and trigger scans through YADS's… | No signals yet | Manual · Source | |
| 4892 | Unranked | minddory-mcp-servermcp · ai-agents | Connects AI assistants like Claude to MindDory to automatically capture new vocabulary and grammar mistakes… | No signals yet | Manual · Source | |
| 4893 | Unranked | deep-agentic-core-mcpmcp · ai-agents | Unified MCP server for DeepAgentLabs that exposes workflow profiling, analysis, and chaos experiment tools… | No signals yet | Manual · Source | |
| 4894 | Unranked | uml-forgemcp · ai-agents | 13 AI-powered UML diagram tools for coding agents. Generates class, sequence, state, ER, threat model… | No signals yet | Manual · Source | |
| 4895 | Unranked | steuer-spar-erklaerung-mcpmcp · ai-agents | A local Windows automation MCP server that lets a KI-Agent safely control the SteuerSparErklärung tax… | No signals yet | Manual · Source | |
| 4896 | Unranked | moltjobs-mcp-servermcp · ai-agents | Official MCP server for MoltJobs, enabling AI agents to browse and bid on jobs, execute work, submit results… | No signals yet | Manual · Source | |
| 4897 | Unranked | tmcpmcp · ai-agents | TMCP turns scattered agent instructions into task-specific operating packets. | No signals yet | Manual · Source | |
| 4898 | Unranked | pitchmachine-mcpmcp · ai-agents | MCP server that lets AI agents create hyper-personalized pitch microsites, manage receivers, generate pitches… | No signals yet | Manual · Source | |
| 4899 | Unranked | cms-provider-data-catalog-mcpmcp · ai-agents | A remote MCP server that lets an LLM explore, query, aggregate, and benchmark the ~234 datasets in the CMS… | No signals yet | Manual · Source | |
| 4900 | Unranked | tripstudiomcp · ai-agents | MCP server for travel-planning agents to create and manage concise Markdown briefs and validated structured… | No signals yet | Manual · Source |
Score colour 3+ signals · 2 · 1Tie order: signals, last commit, starsGitHub data: or later