Index · Tools
Tools for AI agents
39,868 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. Browse the best tools by use case →
| Server | Version | Access | Packages | First seen | Last seen |
|---|---|---|---|---|---|
| acb-tax-mcp io.github.haiiibin/acb-tax-mcp Canadian ACB and capital gains: average-cost, per-disposition gains, superficial-loss detection. | 0.5.0 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Lambë io.github.hakimjonas/lambe Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown. | 0.14.0 | REMOTELOCAL | mcpb | 21d ago | 6d ago |
| Run Python io.github.hal9ai/run-python Run Python code from natural language prompts, with optional PyPI package install. | 0.0.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| obol io.github.halfkey/obol Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per request. | 2.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| MPM-Coding io.github.halflifezyf2680/mpm-coding Tool-first MCP: AST nav, impact/flow, task chains, memo/recall. | 1.15.1 | REMOTELOCAL | mcpb | 21d ago | 6d ago |
| Skill Shelf (Rust singleton daemon) io.github.halflifezyf2680/skill-shelf Progressive group routing for 524 professional skills via Rust daemon stdio shim. | 2.0.5 | REMOTELOCAL | — | 21d ago | 6d ago |
| AI Crawler Access Check io.github.hamzawamiqhq/ai-crawler-check Can GPTBot, ClaudeBot and PerplexityBot reach a site? Real fetch per crawler, firewall/CDN blocks. | 1.0.0 | REMOTELOCAL | — | 12d ago | 6d ago |
| Plato's Kallipolis io.github.handongzhen101-jpg/platos-kallipolis Read-only MCP tools for AI agent discovery, structured resources, and NIULAI information. | 0.1.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| handset io.github.handset-hq/handset A business phone system for AI agents: send texts, place calls, read transcripts, buy numbers. | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Kronos io.github.hangeaiagent/kronos-mcp Stock price forecasting for China A-shares — Kronos K-line time-series model | 0.1.2 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| TrueSource io.github.hangeaiagent/truesource-mcp First-hand market signals: filings, procurement wins, R&D expansion, macro data | 0.1.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Solematica MCP Server io.github.hanicker/solematica-mcp Solar estimates, provider comparison, energy prices and blog for Italy | 1.0.2 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Nature's Wild Berry io.github.hankwatt/natureswildberry Approved facts, products, prices and where to buy for Nature's Wild Berry miracle berries. | 1.0.0 | REMOTELOCAL | — | 18d ago | 6d ago |
| Unsplash MCP Server io.github.hanoak/unsplash-mcp-server MCP server for the Unsplash API: search & fetch photos with attribution + download tracking. | 1.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| seedance-prompts-mcp io.github.hanshs474/seedance-prompts-mcp Search, audit and compose AI video prompts — 150 of them, each rendered into a real video | 1.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Git.Top io.github.haocn-ops/git-top Evidence-backed open-source project search, recommendations, alternatives, and comparisons. | 0.1.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| giveready io.github.gswardman/giveready Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x402. | 0.2.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| accessibility-ai io.github.groundlogic-ai-source/accessibility-ai Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| ATS Jobs io.github.groundtruthtools/ats-jobs-mcp Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever. | 1.1.0 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| groupdocs-watermark-mcp io.github.groupdocs-watermark/groupdocs-watermark-mcp MCP server for GroupDocs.Watermark — add and search document watermarks via AI agents. | 26.9.0 | REMOTELOCAL | nuget | 21d ago | 6d ago |
| mcp io.github.greetwell/mcp Discover and book 5,000+ curated local experiences across 500 US destinations. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| wikimint io.github.greenmtnsun/wikimint Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| giteasy io.github.greenmtnsun/giteasy Plain-English git via MCP: 22 tools to branch, commit, push, and tag. No git jargon. | 1.6.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| dnd-oracle io.github.gregario/dnd-oracle D&D 5e SRD MCP server with monster, spell, equipment search and encounter building tools | 0.1.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| AI Orderability (AIO) Agents CPG with x402: Retail & Marketplace Sourcing io.github.greencore-solutions/gsc-marketplace CPG sourcing for AI Agents with x402: BPC brands, agent IM, Trading Desk. GreenCore Solutions Corp. | 1.4.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| growthbook-mcp io.github.growthbook/growthbook-mcp Thin MCP server for GrowthBook — skill loader + authenticated API passthrough | 2.2.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| GRTwo Docs io.github.grtwo-jcansler/docs Publish and share Markdown/HTML docs from AI assistants. Requires grtwo.app Pro. OAuth or API key. | 1.5.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| CPG Knowledge Graph io.github.greencore-solutions/cpg-knowledge-graph The MCP for the beauty, cosmetics and personal care sector | 1.3.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| MCP CPG Human in the Loop (HITL) io.github.greencore-solutions/cpg-human-in-the-loop Navigator for BPC Agentic Procurement | 1.0.3 | REMOTELOCAL | — | 21d ago | 6d ago |
| MCP CPG Agent Protocols io.github.greencore-solutions/cpg-agent-protocols BPC Agentic Commerce Signals | 1.1.3 | REMOTELOCAL | — | 21d ago | 6d ago |
| lego-oracle io.github.gregario/lego-oracle LEGO sets, parts, minifigs, and inventories as an MCP server | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| A2A Retailmedia — the agentic retail-media hub for grocery io.github.greencore-solutions/a2a-retailmedia Connecting grocery retail to 350k makers for media buys. | 1.0.2 | REMOTELOCAL | — | 13d ago | 6d ago |
| Gryz io.github.grtwo-jcansler/gryz Cross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account. | 1.13.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| A2A Cosmetics io.github.greencore-solutions/a2a-cosmetics Agent-to-Agent (A2A) hub for cosmetics: skin care, fragrance, sun care, dermocosmetics. | 1.0.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| midwest-legal-docs io.github.grazy88/midwest-legal-docs Legal-form catalog, search, and checkout for AI agents. Document prep only; not a law firm. | 1.0.0 | REMOTELOCAL | — | 8d ago | 6d ago |
| glamour io.github.gratise/glamour Browser-measured visual debugging and verification tools for coding agents. | 0.2.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| FaxSeal io.github.grichardomi/faxseal Send, receive, and verify faxes from AI assistants and agents via FaxSeal. | 2.1.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| groupdocs-redaction-mcp io.github.groupdocs-redaction/groupdocs-redaction-mcp MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents. | 26.9.0 | REMOTELOCAL | nuget | 21d ago | 6d ago |
| GraphPilot io.github.graphpilot-oss/graphpilot Structural memory for coding agents: callers, callees, blast radius and symbols over MCP. | 1.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Twitter/X MCP io.github.granitebps/twitter-mcp Read public X posts, replies, profiles, and search results through Rettiwt or the official API. | 1.1.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| blacksmith io.github.grahamnotgrant/blacksmith MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests. | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| CompactPrompt io.github.gtkcyber/compactprompt Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure. | 0.5.2 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| magnifica-humanitas-mcp io.github.grinnellian/magnifica-humanitas-mcp Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes. | 0.1.4 | REMOTELOCAL | npm, pypi | 21d ago | 6d ago |
| warhammer-oracle io.github.gregario/warhammer-oracle Warhammer 40K and Kill Team rules, stats, and game flow MCP server | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| SolSigs MCP io.github.gra-kir/solsigs-mcp 23 Solana on-chain data tools for AI agents via x402 micropayments + rug-screen token verdict | 0.3.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| GPTaria MCP io.github.gptaria-mcp/gptaria-mcp Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf. | 0.2.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| mcp-server-r-counter io.github.guanqun-yang/mcp-server-r-counter A MCP Server Counting Number of r's for a Given Query | 0.0.3 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| pingwa io.github.grzgrzgrz3/pingwa Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s. | 0.4.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| chat-tool-ui-preview io.github.gridhra/chat-tool-ui-preview Preview a chat post before an agent sends it: text, mentions, destination, warnings. Never sends. | 0.1.1 | REMOTELOCAL | mcpb | 11d ago | 6d ago |
| groupdocs-metadata-mcp io.github.groupdocs-metadata/groupdocs-metadata-mcp MCP server for GroupDocs.Metadata — read, search, write, and remove document metadata. | 26.9.0 | REMOTELOCAL | nuget | 21d ago | 6d ago |