Index · Tools
Tools for AI agents
39,795 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 |
|---|---|---|---|---|---|
| Apify data tools: Threads, Yelp, transcripts, Trends, Airbnb, Jumia io.github.headply/apify-data-tools Web data tools: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb, Jumia prices. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| google-sheets-mcp io.github.henilcalagiya/google-sheets-mcp Powerful tools for automating Google Sheets using Model Context Protocol (MCP) | 0.1.6 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| rtcf io.github.hengkp/rtcf Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Universal Brute Workpack io.github.haoyun18881-beep/universal-brute-workpack Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines. | 0.1.4 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Ephys io.github.happyc0der/ephys-mcp Read-only analysis of intracortical BCI recordings (NWB, DANDI, WAV): spikes, PSTHs, decoding, plots | 0.5.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Amtsblick io.github.haraldrohan/amtsblick Wetter und Pegel je Gemeinde in Österreich. Privates Projekt, kein offizielles Behördenangebot. | 0.1.3-beta | REMOTELOCAL | nuget | 14d ago | 6d ago |
| Revnuvo Trust io.github.hardeyhemy/revnuvo-trust-mcp Verify companies, domains and counterparties before transacting. Sanctions, UBO, fraud scoring. | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Utility Matrix io.github.helphub369/utility-matrix Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Terraform io.github.hashicorp/terraform-mcp-server Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise | 1.0.0 | REMOTELOCAL | oci | 21d ago | 6d ago |
| Arduino MCP Server io.github.akshatnerella/arduino-mcp-server Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs. | 0.2.8 | REMOTELOCAL | npm | 21d ago | 6d ago |
| ghidralens io.github.hellosverre/ghidralens Interactive Ghidra views in your AI client: decompile, rename, and navigate a binary. | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Diavlos io.github.harisnopen/diavlos Signed messages between AI agents. Dangerous actions wait for a human-signed approval. | 2.1.1 | REMOTELOCAL | cargo | 21d ago | 6d ago |
| Harris Boat Works - Mercury Repower io.github.harrisboatworks/mercury-repower Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer in Ontario. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Memoize — persistent agent memory io.github.harrisonford/memoize Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| brreg io.github.hellosverre/brreg MCP server for Norway's Brønnøysund business registry — lookup, search, roles. | 0.1.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| sheetspec io.github.helloo1568/sheetspec Contract testing and quality gates for spreadsheets created by AI agents. | 0.1.2 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Fidelis Memory io.github.hermes-labs-ai/fidelis-memory Recall locally stored agent memories through an MCP-compatible host. | 0.2.0 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| CiteVahti io.github.heidihelena/citevahti Checks whether each cited source supports the claim it backs. Blinded human-first, local-first. | 0.46.0 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| hermai-mcp io.github.hermai-ai/hermai-mcp Dedicated Hermai MCP server for schema lookup, request intake, and workflow classification. | 1.0.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| ClickUp MCP Pro io.github.helbertparanhos/clickup-mcp-pro The most complete ClickUp MCP server — 161 tools + clickup_raw for the full v2/v3 API. | 1.0.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| codabench-mcp io.github.harshitagr/codabench-mcp MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow. | 0.1.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| mcp-gtags-server io.github.harshithsunku/mcp-gtags-server Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans. | 2.0.0 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| bytario io.github.helloderekg/bytario 40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operations. | 1.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| i18n-codelens-mcp io.github.hepter/i18n-codelens-mcp Inspect, audit and safely edit i18n locale JSON files from AI agents. | 2.0.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| retriEVAL io.github.hcarrillo001/retrieval-mcp LLM evals as MCP tools: score outputs for faithfulness, relevancy, and hallucination. | 1.0.0 | REMOTELOCAL | oci | 21d ago | 6d ago |
| passage-protocol io.github.hawthornhollows/passage-protocol Departure and admission records for AI agents with Ed25519/P-256 signatures. | 0.1.7 | REMOTELOCAL | npm | 21d ago | 6d ago |
| helloaigent-subscriber io.github.helloaigent-dev/helloaigent-subscriber Subscribe your agent to Hello Aigent feeds: discover, fetch signed updates, verify, and act. | 0.2.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| shop-mcp io.github.hello532/shop-mcp Read-only Shopify catalogue and stock for LLM agents. Stdlib only, no dependencies. | 1.0.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| wems io.github.heliosarchitect/wems Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar weather, air quality | 1.5.3 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Epivo Course Catalog io.github.henrikthome-arch/epivo-catalog Read-only access to Epivo's live course catalogue for AI agents. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| letsclarify-mcp io.github.heisee/letsclarify-mcp Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back. | 1.0.4 | REMOTELOCAL | npm | 21d ago | 6d ago |
| HelpMyAgent io.github.helpmyagent/helpmyagent Pay-per-call data APIs for AI agents: business, compliance, procurement, VAT and IBAN via x402. | 1.5.9 | REMOTELOCAL | — | 21d ago | 6d ago |
| GitHub Repository Intelligence io.github.heisencodex-jpg/github-repo-intel-mcp Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP. | 0.3.1 | REMOTELOCAL | — | 21d ago | 6d ago |
| japan-seasons io.github.haomingkoo/japan-seasons Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather. | 0.5.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Unified AI System MCP Gateway io.github.happy520ai/unified-ai-system Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement. | 0.8.0 | REMOTELOCAL | oci | 21d ago | 6d ago |
| agent-magnet io.github.helinakdogan/agent-magnet Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex. | 0.1.11 | REMOTELOCAL | pypi | 21d ago | 6d ago |
| Cloudflare MCP Pro io.github.helbertparanhos/cloudflare-mcp-pro Cloudflare MCP: DNS, Zones, Workers, KV, R2, D1, Pages, WAF, SSL, Email, AI via REST API v4 | 1.1.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Revnuvo Company Intelligence io.github.hardeyhemy/revnuvo-company-intelligence Observed company technologies, changes and signals for AI agents, with evidence and confidence. | 1.0.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Helena Good: Scientific Infrastructure Sponsorship io.github.helena-bioinformatics/helena-good Fund or spread Helena's public scientific infrastructure to keep it free to use and independent. | 0.2.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Folklore Clinical Variant Interpretation MCP io.github.helena-bioinformatics/folklore Bioinformatics MCP for genomic variant interpretation, gene-disease evidence and literature. | 1.5.0 | REMOTELOCAL | — | 21d ago | 6d ago |
| Model Ruler — AI Cost Calculators io.github.helphub369/model-ruler Deterministic AI/LLM cost calculators for tokens, providers, RAG, agents, evals, and automation. | 1.0.4 | REMOTELOCAL | — | 12d ago | 6d ago |
| limelink-mcp-server io.github.hellovelop/limelink-mcp-server MCP server for Limelink dynamic links with deep linking, social previews, and UTM tracking | 0.0.5 | REMOTELOCAL | npm | 21d ago | 6d ago |
| SuperCheap io.github.hardtab/supercheap-shopping Search products, manage a customer cart, and request current checkout quotes. | 0.1.0 | REMOTELOCAL | — | 17d ago | 6d ago |
| Ask Helena io.github.helena-bioinformatics/ask-helena Official answers about Helena Bioinformatics and its products, with citations to public sources. | 1.0.5 | REMOTELOCAL | — | 21d ago | 6d ago |
| Post for Me MCP Pro io.github.helbertparanhos/postforme-mcp-pro Publish, schedule and analyze social posts across 9 platforms via the Post for Me API. | 1.0.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Resend Email MCP io.github.helbertparanhos/resend-email-mcp Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces). | 1.0.1 | REMOTELOCAL | npm | 21d ago | 6d ago |
| apple-stocks-mcp io.github.helderpgoncalves/apple-stocks-mcp Reads your macOS Apple Stocks watchlist, quotes and fundamentals locally. Read-only, no network. | 1.1.5 | REMOTELOCAL | npm | 21d ago | 6d ago |
| Home Repairs Estimator — Cost Calculators io.github.helphub369/hsa-cost-calculators Deterministic cost calculators for HVAC, roofing, plumbing, electrical, solar, water heater. | 1.2.0 | REMOTELOCAL | — | 12d ago | 6d ago |
| Visuals MCP io.github.harrybin/visuals-mcp MCP server for interactive visualizations: tables, images, trees, lists, master-detail | 1.6.0 | REMOTELOCAL | npm | 21d ago | 6d ago |
| TaxBrainAI MCP io.github.harshil-projects/taxbrainai-mcp 8 offline Indian income-tax MCP tools: deterministic compute, regimes, citations, notices. | 0.1.1 | REMOTELOCAL | pypi | 21d ago | 6d ago |