MCP & tools
9,023 rows, by stacks then stars
747 of these skill files have been read, by 638 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid
huoshuiai42/huoshui-fetch/io.github.huoshuiai42/huoshui-fetch MCP server
0★ repoAn MCP server that provides tools for fetching, converting, and extracting data from web pages.
husain-zaidi/ROS-MCP/io.github.husain-zaidi/ros-mcp MCP server
no license0★ repoMCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.
huoshuiai42/huoshui-file-converter/io.github.huoshuiai42/huoshui-file-converter MCP server
no license0★ repoAn MCP server that provides document format conversion
hypawave/mcp/io.github.hypawave/mcp MCP server
0★ repoAgent-to-agent Lightning commerce: buy, sell & discover files, data, APIs & compute. Non-custodial.
hypark5540/cloudcraft-mcp/io.github.hypark5540/cloudcraft-mcp MCP server
0★ repoUnofficial MCP server for reading and managing Cloudcraft architecture blueprints
hypark5540/discord-mcp/io.github.hypark5540/discord-mcp MCP server
18 days old0★ repoSafe Discord access for reading guild data and optionally managing bot messages
Aviation Accident Analysis MCP
hzy9981/aviation-accident-analysis/io.github.hzy9981/aviation-accident-analysis MCP server
29 days old0★ repoAviation accident report parsing and prompt generation service under the SHELL framework.
iPAYX-Technologies/mcp-fx-audit/io.github.iPAYX-Technologies/mcp-fx-audit MCP server
no license0★ repoFX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB.
iQuesta/MCP-iQuesta/io.github.iQuesta/MCP-iQuesta MCP server
0★ repoRecherche d'offres de stage et d'alternance en France via le réseau iQuesta.com
ignatenkofi/memshelf-mcp/io.github.ignatenkofi/memshelf-mcp MCP server
26 days old0★ repoWorking memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.
iinniitt/defi-guard-mcp/io.github.iinniitt/defi-guard-mcp MCP server
0★ repoDeFi safety checks on Base before you sign: honeypot, owner-power scan, approval risk, Aave health.
ilpr/waitlister-mcp/io.github.ilpr/waitlister MCP server
no license0★ repoMCP server for the Waitlister API — manage waitlist subscribers through AI assistants.
im-ff/crawlinx-mcp/io.github.im-ff/crawlinx-mcp MCP server
28 days old0★ repoFree technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report.
img-src-io/mcp/io.github.img-src-io/mcp MCP server
0★ repoMCP server for img-src.io Image CDN - upload, transform, and deliver images through AI assistants
inavi-systems/inavi-mcp/io.github.inavi-systems/inavi-mcp MCP server
0★ repoMCP Server for iNavi Maps API - Geocoding, POI Search, Route Planning for Claude AI
infino-ai/infino-mcp/io.github.infino-ai/mcp-server MCP server
0★ repoKeyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.
ingressward/ingressward-mcp-server/io.github.ingressward/mcp-server MCP server
no license0★ repoBlock prompt injection, evasive spacing, and obscene content before it reaches your LLM.
inspicere/mcp-defectdojo/io.github.inspicere/mcp-defectdojo MCP server
0★ repoMCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwarding
intelli-verse-x/router-mcp/io.github.intelli-verse-x/router-mcp MCP server
27 days old0★ repoRun the Intelliverse platform from any agent: apps, API keys, knowledge bases, email, media, chat.
intent-driven-software/idf-mcp/io.github.intent-driven-software/idf-mcp MCP server
0★ repoTurn an IDF domain into an MCP server with invariants and role scopes in every tool description.
ionasrobert/tacitus-mcp-server/io.github.ionasrobert/tacitus-mcp-server MCP server
16 days old0★ repoLong-term memory for AI agents: local-first PKM with provenance and hybrid search.
invapi-org/invapi-mcp/io.github.invapi-org/invapi-mcp MCP server
no license0★ repoExtract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF, Excel)
isgudtek/mycrab-mcp/io.github.isgudtek/mycrab-mcp MCP server
no license0★ repoInstant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.
islobodan/cotforce-mcp/io.github.islobodan/cotforce-mcp MCP server
0★ repoGive brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.
islobodan/cruncher-mcp/io.github.islobodan/cruncher-mcp MCP server
0★ repoScientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.
isucorp-taimiralain/StackGuide-MCP/io.github.isucorp-taimiralain/stackguide-mcp MCP server
0★ repoDynamic context loading for AI assistants with TDD workflow and AST analysis
its-qusai-nasr/jira-admin-mcp/io.github.its-qusai-nasr/jira-admin-mcp MCP server
0★ repo78 tools to administer Jira Cloud: issues, fields, workflows, permissions, projects, bulk ops.
itunified-io/mcp-postgres/io.github.itunified-io/postgres MCP server
0★ repoPostgreSQL MCP Server — 27 tools for queries, schema, CRUD, DBA, HA & server management
itunified-io/mcp-cloudflare/io.github.itunified-io/cloudflare MCP server
0★ repoCloudflare MCP Server — 84 tools for DNS, Tunnels, WAF, Zero Trust, R2, KV & Workers
ivanantigravity-lgtm/gpt-image-2-polza-mcp/io.github.ivanantigravity-lgtm/gpt-image-2-polza-mcp-server MCP server
0★ repoGPT Image 2 MCP server backed by Polza media and storage APIs.
iworkist/btcmcp/io.github.iworkist/btcmcp MCP server
no license0★ repoAn MCP server that provides Bitcoin price data from Binance API
j0hanz/code-lens/io.github.j0hanz/code-lens MCP server
no license0★ repoGemini-powered MCP server for code analysis.
j0hanz/fetch-url-mcp/io.github.j0hanz/fetch-url-mcp MCP server
0★ repoAn MCP server that fetches web pages and converts them to clean, readable Markdown.
j0hanz/memory-mcp/io.github.j0hanz/memory-mcp MCP server
no license0★ repoSQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
jaimenbell/bus-mcp/io.github.jaimenbell/bus-mcp MCP server
0★ repoMCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.
jaimenbell/github-mcp/io.github.jaimenbell/github-mcp MCP server
0★ repoMCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.
jaimenbell/MCP-Factory/io.github.jaimenbell/mcp-factory MCP server
0★ repoManifest-driven MCP server scaffolder and runtime hub for tool integrations.
jaimenbell/discord-mcp/io.github.jaimenbell/discord-mcp MCP server
27 days old0★ repoMCP server for the Discord REST API: 5 read tools always on, 7 write tools env-gated, default off.
jaimenbell/rag-mcp/io.github.jaimenbell/rag-mcp MCP server
0★ repoMinimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
jaimenbell/vllm-ops-mcp/io.github.jaimenbell/vllm-ops-mcp MCP server
22 days old0★ repoRead-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.
jakefleming/font-proof-mcp/io.github.jakefleming/font-proof-mcp MCP server
0★ repoCreate and modify Font Proof documents programmatically (PDF font proofs, live from Glyphs.app).
jaimenbell/rails-mcp/io.github.jaimenbell/rails-mcp MCP server
22 days old0★ repoDefault-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).
jamhimself/robinx-mcp/io.github.jamhimself/robinx-mcp MCP server
no license0★ repoRobinhood Chain (4663) caller accuracy + token intel, graded vs real price since genesis. x402-paid
janeksm/mcp-digger/io.github.janeksm/mcp-digger MCP server
0★ repoProgressive on-demand access to .NET NuGet package source for AI coding agents.
jaredco/weather-mcp-server/io.github.jaredco-ai/weather-mcp-server MCP server
0★ repoFast - accurate weather conditions and forecasts by city or coordinates.
ah-oh/handbook-mcp-server/io.github.jannks/handbook MCP server
0★ repoMCP server for the Handbook API – manage handbook entries via CRUD, overview and tag search.
jarahkon/hass-mcp-server/io.github.jarahkon/hass-mcp-server MCP server
0★ repoMCP server for full Home Assistant control — dashboards, files, automations, add-ons, and more
janmalmstrom/lupaph-mcp/io.github.janmalmstrom/lupaph-mcp MCP server
no license0★ repoPhilippine property listings, transfer costs, and real estate legal info via lupaph.com.
jason2016/clawshow-mcp-server/io.github.jason2016/clawshow-mcp-server MCP server
no license0★ repoInstant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inventory, reports
jasonstockman/warm-mcp/io.github.jasonstockman/warmio MCP server
no license0★ repoContext and automation MCP server for Warm financial data and approved write operations.
jaysinailabs/aperture-mcp/io.github.jaysinailabs/aperture-mcp MCP server
0★ repoFlag when a tracked commitment vanishes verbatim between two versions. A signal, not a judge.
jean-johnson-zwix/arm-code-mcp/io.github.jean-johnson-zwix/arm-code-mcp MCP server
no license0★ repoMCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps.
jeanlopezxyz/mcp-alertmanager/io.github.jeanlopezxyz/mcp-alertmanager MCP server
0★ repoA Model Context Protocol (MCP) server for Prometheus Alertmanager
jedanderson432/jedanderson-site/io.github.jedanderson432/jedanderson-corpus-mcp MCP server
no license0★ repoMCP access to the jedanderson.org corpus — environmental superintelligence and information physics.
jeanlopezxyz/mcp-prometheus/io.github.jeanlopezxyz/mcp-prometheus MCP server
0★ repoA Model Context Protocol (MCP) server for Prometheus monitoring
jeeftor/abs-mcp/io.github.jeeftor/abs-mcp MCP server
0★ repoInspect and safely operate Audiobookshelf libraries over MCP.
jellewas/eu-audit-mcp/io.github.jellewas/eu-audit-mcp MCP server
0★ repoTamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
jeongho54/loadbench-mcp/io.github.jeongho54/loadbench MCP server
no license0★ repoMCP server for structural load & stability math: tipping, support reactions, beam checks.
jessepetersondev/consentgate-mcp/io.github.jessepetersondev/consentgate-mcp MCP server
0★ repoGate AI agent actions behind a consent policy with human approval via Telegram. Fail-closed.
blaideinc/cookwith-mcp/io.github.jkakar/cookwith-mcp MCP server
0★ repoAI-powered recipe generation and transformation tools by Cookwith