Index · Tools
Tools for AI agents
34,917 tools that AI agents plug into (MCP servers), from the Official MCP Registry, refreshed every 15 minutes. Facts are declared by publishers unless marked observed.
| Server | Version | Access | Packages | First seen | Last seen |
|---|---|---|---|---|---|
| Random Design io.github.yanislav-igonin/random-design-mcp Generate randomized English Markdown frontend design directions from curated catalogs. | 2.1.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| outline-mcp io.github.ynishi/outline-mcp Tree-structured knowledge base as an MCP server | 0.14.0 | REMOTELOCAL | oci | 11d ago | 2d ago |
| yantrikdb-mcp io.github.yantrikos/yantrikdb-mcp Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection | 0.24.0 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| Polis Protocol io.github.yehudalevy-collab/polis-protocol Local-first control plane for coding agents: routing, reservations, and guardrails. | 2.0.1 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| mlua-swarm io.github.ynishi/mlua-swarm MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps. | 0.29.0 | REMOTELOCAL | oci | 11d ago | 2d ago |
| nexusmem io.github.yaminbkk/nexusmem Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP. | 0.10.5 | REMOTELOCAL | npm | 11d ago | 2d ago |
| agent-memory-os io.github.yamantaka520/agent-memory-os Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync. | 1.10.1 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| mini-app-mcp io.github.ynishi/mini-app-mcp Agent-First CRUD store MCP server — 1 daemon per table, schema.yaml driven, SQLite backend | 0.19.1 | REMOTELOCAL | oci | 11d ago | 2d ago |
| OpenClaw MCP Ecosystem io.github.yedanyagamiai-cmd/openclaw-mcp-servers 9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys. | 1.0.1 | REMOTELOCAL | — | 11d ago | 2d ago |
| hardware-probe io.github.yamaru-eu/hardware-probe Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization. | 1.1.2 | REMOTELOCAL | npm | 11d ago | 2d ago |
| a2ahub io.github.ydnikolaev/a2ahub Reliable handoffs between autonomous agents, using a Git repository both sides can inspect. | 0.26.3 | REMOTELOCAL | mcpb | 11d ago | 2d ago |
| Repomix io.github.yamadashy/repomix Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search | 1.18.1 | REMOTELOCAL | npm | 11d ago | 2d ago |
| plctap io.github.ymxc152/plctap Agent-PLC MCP Server: read & diagnose Modbus / FINS / MELSEC / S7 / IEC 104 / ENIP / OPC UA PLCs. | 0.6.2 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| PkgSeek Linux Intelligence io.github.yeagoo/pkgseek Linux package, file, command, vulnerability, lifecycle, migration, and repository intelligence. | 0.1.19 | REMOTELOCAL | — | 11d ago | 2d ago |
| kalshi io.github.yakub268/kalshi Search, analyze, and trade Kalshi prediction markets through Claude Desktop | 0.1.1 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| ReClip io.github.yagyaanshk/reclip Inspect and download authorized media or precise clips locally with yt-dlp. | 0.1.2 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| mcp-1c-platform-tools io.github.yellow-hammer/mcp-1c-platform-tools MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённым IPC. | 0.1.5 | REMOTELOCAL | npm | 11d ago | 2d ago |
| instinct io.github.yakuphanycl/instinct Self-learning memory for AI coding agents with pattern detection and confidence scoring. | 1.0.0 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| ScriptSeen io.github.yesmars/scriptseen Create short-form scripts and paced audio, then hand clips to ScriptSeen's on-device video maker. | 1.0.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| mcp-imgou io.github.ylytdeng/mcp-imgou imgou.com social network: send/receive messages, friends, groups, moments for AI agents. | 1.4.3 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Team0 Chief of Staff io.github.ybentov1/chief-of-staff Your Team0 AI Chief of Staff, reachable from any agent — answers, acts, and coordinates. | 1.0.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| wasm-mcp io.github.xyzzylabs/wasm-mcp Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals. | 0.2.16 | REMOTELOCAL | npm | 11d ago | 2d ago |
| thebrain io.github.ybookoff/thebrain MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API | 0.1.5 | REMOTELOCAL | npm | 11d ago | 2d ago |
| otr-protocol io.github.yb48666-ctrl/otr-protocol Merchant trust verification for AI agents. One call = trust score, badge, and purchase safety. | 3.1.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Claude Context Sync io.github.ybin4548/claude-context-sync Share context, detect conflicts, and message across parallel Claude Code sessions | 0.4.1 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Afrotech.guide io.github.yadasa/afrotech-guide Search and plan AfroTech 2026 events, sessions, people, companies, food, and member itineraries. | 1.4.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| China Import Quote Preflight io.github.yl124915300-dot/trade-preflight Before-payment check for China quotes to US/EU: costs, low-value rules, and compliance blockers. | 0.1.1 | REMOTELOCAL | — | 11d ago | 2d ago |
| ocular io.github.xyun1996/ocular Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts. | 0.1.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Stealth Agent Browser io.github.ykshah1309/stealth-agent-browser-mcp Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction. | 0.2.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Yahoo! Shopping MCP io.github.ymuichiro/yahoo-shopping-mcp Read-only Yahoo! Shopping product search via the Yahoo! Shopping Item Search API v3. | 0.9.0-preview.2 | REMOTELOCAL | oci | 11d ago | 2d ago |
| Live Audio Intelligence io.github.ykshah1309/live-audio-intelligence-mcp Live webcast transcription + vocal stress analysis (F0 jitter, hesitation) for earnings calls. | 0.1.3 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| db-compare io.github.yadu-tv/db-compare Read-only MCP to diff SQL Server/Azure SQL schema, procs, views, and tables between environments. | v0.1.1 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| Verbatim Transcribe io.github.xyzxinlu-max/verbatim-transcribe-mcp 让 agent 驱动本机的 Verbatim 音视频转写与博主观点分析：提交转写、轮询、搜索转写库。 | 0.1.0 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| İTÜ MCP io.github.yatuk/itu-mcp İTÜ Ninova LMS ve OBS öğrenci portalı — dersler, notlar, yoklama, yemekhane, kampüs kart, GPA | 0.2.2 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| financial-hub-mcp io.github.ykshah1309/financial-hub-mcp SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes | 1.3.1 | REMOTELOCAL | npm | 11d ago | 2d ago |
| skeletongraph io.github.yashdoke7/skeletongraph Zero-LLM structural code retrieval for AI coding agents, served over MCP. | 0.2.0 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| AudioMade io.github.yasib48/audiomade Generate four real game-audio candidates, audition and select one, then install it into a project. | 0.1.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Behind the Watt io.github.ykorets/behind-the-watt Verified behind-the-meter data center power, announcements, and provenance receipts. | 1.0.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| gmem io.github.yksanjo/gmem Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs. | 1.1.0 | REMOTELOCAL | npm | 11d ago | 2d ago |
| global-sentinel-mcp io.github.ykshah1309/global-sentinel-mcp Polymarket, GDELT, OpenSky, Cloudflare Radar unified as one MCP server. | 0.1.1 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| milatexai io.github.yasaminfayyaz/milatexai Edit your Overleaf LaTeX projects from Claude and ChatGPT; every change is a real Git commit. | 0.2.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| ShipDapp io.github.yash1ts/shipdapp Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools. | 0.2.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| model-shunt io.github.yasmanycastillo/model-shunt Model routing for AI agents: delegate bulk reads & boilerplate to cheap worker models. | 1.2.1 | REMOTELOCAL | npm, pypi | 11d ago | 2d ago |
| mcp-server-fear-greed io.github.ycjcl868/mcp-server-fear-greed An MCP server for mcp-server-fear-greed | 1.0.2 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Relay io.github.yesrelay/relay Business phone and SMS for teams: calls, texts, transcripts, contacts and call flows. | 1.0.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| kdbx io.github.yarrasys/kdbx Read-only access to secrets in a local KeePassXC vault. Runs commands with them injected. | 0.3.1 | REMOTELOCAL | oci | 11d ago | 2d ago |
| xplainable-mcp-server io.github.xplainable/xplainable-mcp-server Train, explain, optimise and deploy transparent glass-box ML models via workflow tools. | 1.0.0 | REMOTELOCAL | — | 11d ago | 2d ago |
| FO Semantic MCP io.github.xplusplusai/fo-semantic-mcp Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more. | 2.1.6 | REMOTELOCAL | npm | 11d ago | 2d ago |
| Awaitless io.github.xpluspro/awaitless Durable execution and named concurrency queues for coding agents across local, SSH, and Slurm. | 0.8.0 | REMOTELOCAL | pypi | 11d ago | 2d ago |
| xpex-plugin-factory io.github.xpex-systems-ai/xpex-plugin-factory MCP plugin factory and x402 Agent Kit API for external agents, at 0.01 USDC per call. | 0.4.1 | REMOTELOCAL | — | 5d ago | 2d ago |