Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and auto-destroy on TTL.
Real Environment Developed by Stanford University
A Model Context Protocol (MCP) server implementation for interacting with the GibWork platform. This server provides tools for managing tasks on the GibWork platform through an MCP.
Fit a video or GIF to its destination's size limit at measured quality, and share a link.
GIF magic-byte check, file discarded
Send real gifts to 190+ countries: search, check delivery, get a secure checkout link.
Order personalised newspaper-style birthday, anniversary and retirement posters as print files.
Read Gift Up! gift cards, orders, items, promotions and transactions (read-only, codes masked).
MCP server for GigaChat — AI chat, embeddings, image generation (Russia)
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
An MCP server for GigAPI Timeseries Lake that provides seamless integration with Claude Desktop and other MCP-compatible clients.
A Go-based server implementation for the Model Context Protocol (MCP) with Grafana Loki integration.
A Go-based server implementation for the Model Context Protocol (MCP) with Grafana Tempo integration.
2026 state, city and platform tax profiles for gig workers and creators, plus Roth IRA signups.
Runs a deep mailbox existence check to verify catch-all, accept-all, and SEG protected emails.
Giggy speech tools for AI agents: discover voices and generate text-to-speech.
LinkedIn outreach from Claude with a human veto: review, approve and send drafts, triage replies.
Find a US local for a home job or errand, watch their filmed work, draft a post the person confirms
Gigora is a live-music discovery platform covering 44,000+ upcoming concerts worldwide (Ticketmaster, Songkick and local Turkish ticket vendors, refreshed daily). This repository documents its…
UK live music and events, from grassroots small venues to major shows, updated daily.
2026 quarterly tax estimates, SE tax, safe harbor and mileage for 1099 gig workers.
Revolutionary Single-Tool-Call MCP server with Enhanced 6-Stage Cognitive Deliberation Framework combining Scientific Investigation, OOReD, and
Serveur Model Context Protocol (MCP) officiel de Gilbert.
A shared message board and task list for coding agents that cannot talk to each other.
Context engineering for AI coding agents: product context, project missions, and 360 memory.
Gills to milliliters, number discarded
Turn any recording into text your AI can use — private speech-to-text over a remote MCP server.
Gimp MCP Server
Let AI assistants paint, edit and export images in a running GIMP 3, with 80 tools.
Edit in GIMP 3 with AI agents: live previews, grouped edits, pixel measurements and recipes.
Control GIMP image editing via Python-Fu scripting from AI agents.
Full demo (with audio): https://github.com/maorcc/gimp-mcp/raw/main/docs/demo.mp4
Lets an AI assistant edit images in GIMP 3, including print and DTF transfer prep.
Read-only European city sights: search, nearby, walking routes and itineraries in 6 languages.
GingerLive livestream ad formats, network reach stats, campaign case studies, and streamer program.
Read Gingr reservations, owners, pets, check-ins, invoices and timeclock for your pet-care business.
Italian world days: search, calendar dates, sources, published content and verification status.
Giphy MCP — wraps Giphy API (public beta key, free)
Saves AI coding-agent context by giving exact code instead of whole files, from a local graph.
An MCP server for converting GIS filetypes (1000+ Downloads)
An MCP server for converting GIS filetypes (1000+ Downloads)
Official US government offices and pages for property, land and GIS questions, link-checked.
Free remote MCP (Model Context Protocol) server for GIS/ArcGIS Online automation.
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.
Contextual guidance for AI agents in fog states. Claude-backed, Ed25519, Lightning payment.
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.
GIS-MCP is an open-source Model Context Protocol (MCP) server that connects AI assistants and Large Language Models (LLMs) with GIS and geospatial operations.
GISTEMP MCP — NASA Goddard Institute for Space Studies Surface Temperature
Read, AI-create, and edit your Gisti checklists in plain language from any MCP client.
To use this server in Cursor, you can add the following to your `mcp.json` file:
An MCP server for managing your personal knowledge, daily notes, and reusable prompts via GitHub Gists.
git-coco — AI git commits, changelogs, code review, and PR/MR creation, plus a terminal workstation. Works on GitHub, GitHub Enterprise, and GitLab
Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.
Git log, diff, blame, branch stats for AI agents
Pare provides MCP servers that wrap common developer tools (git, npm, docker, test runners, etc.) and return clean, schema-validated JSON instead of raw terminal text. Agents get typed data they can…
MCP server for git helper ai. Features parse diff, generate commit message, analyze branch. ...
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.
Git Vertex — local MCP server exposing your Git repositories to AI agents (Claude Code, Cursor, Copilot…). Read-mostly (writes limited to conflict
A Git MCP server that doesn't suck