"Gin" matching MCP servers:

• GetABrain🧠 | Live Human-in

  Guitarmaniac24

  A

  license

  A

  quality

  B

  maintenance

  Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.

  Last updated 2026-07-17

  7

  251

  MIT

• ai-git

  khanhld2109

  F

  license

  A

  quality

  B

  maintenance

  A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.

  Last updated 2026-07-01

  9

• media-gen-mcp

  AriOliv

  A

  license

  A

  quality

  C

  maintenance

  Enables AI image and video generation using Google Nano Banana and Veo 3.1 via a LiteLLM gateway, providing tools for synchronous image generation and asynchronous video generation with polling, returning public URLs.

  Last updated 2026-07-11

  4

  MIT

• amazon-in-mcp

  justadityaraj

  A

  license

  A

  quality

  A

  maintenance

  MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

  Last updated 2026-07-11

  3

  88

  5

  MIT

• Who's in Space

  andresapitt

  A

  license

  A

  quality

  C

  maintenance

  Provides AI assistants with live information about who is currently in space and the location of the ISS, using the free Open Notify API.

  Last updated 2026-07-10

  3

  MIT

• yelp-mcp-min

  miqui

  F

  license

  A

  quality

  C

  maintenance

  Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone lookup, match, details, and reviews via FastMCP.

  Last updated 2026-05-03

  5

• uniswap-tx-builder

  Yummybait-fin

  A

  license

  A

  quality

  B

  maintenance

  A keyless MCP server that builds unsigned Uniswap v3 liquidity-position transactions and optionally simulates them via eth_call; it never holds keys or signs.

  Last updated 2026-07-27

  8

  8

  296

  Apache 2.0

• gingr-mcp

  shashicandev

  A

  license

  A

  quality

  B

  maintenance

  Read-only MCP server for Gingr pet-care facility data, enabling queries about owners, animals, reservations, appointments, services, and staff via natural language.

  Last updated 2026-06-18

  7

  4

  MIT

• media-gen-mcp

  wangdong233

  A

  license

  A

  quality

  A

  maintenance

  A free MCP server for generating images and videos from text or other images using Agnes AI and Zhipu free models.

  Last updated 2026-07-22

  11

  4,519

  MIT

• Gemini Image Gen MCP Server

  kevinten-ai

  A

  license

  A

  quality

  C

  maintenance

  Enables AI image generation, editing, and upscaling via Google Gemini and Imagen models, supporting dynamic model switching and multiple MCP-compatible clients.

  Last updated 2026-07-15

  1

  2

  MIT
• 

  @git-fabric/chatofficial

  git-fabric

  F

  license

  A

  quality

  -

  maintenance

  An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memory sources into Claude conversations.

  Last updated 2026-03-07

  12

• schema-gen-mcp

  sharozdawa

  A

  license

  A

  quality

  C

  maintenance

  Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.

  Last updated 2026-03-22

  8

  MIT

• AI Image-Gen MCP Server

  krystian-ai

  A

  license

  A

  quality

  D

  maintenance

  Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for generating images from natural language descriptions, supporting batch creation, style control, and flexible sizing.

  Last updated 2025-07-27

  1

  3

  MIT

• Image Gen MCP Server

  simonChoi034

  A

  license

  A

  quality

  C

  maintenance

  A multi-provider MCP server that enables AI agents to generate and edit images across OpenAI, Google Gemini, Azure, Vertex, and OpenRouter with a unified API.

  Last updated 2025-12-08

  3

  17

  Apache 2.0

• @start-win/social-mcp

  RobinCouet

  A

  license

  A

  quality

  C

  maintenance

  Enables publishing and scheduling social media posts through the Social by Start-Win API, supporting multiple connected networks.

  Last updated 2026-06-27

  9

  7

  MIT

• fin-data-mcp-server

  CohenD

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server providing free financial market data across 13 categories with 83 no-key tools, enabling access to stocks, indices, options, forex, crypto, energy, prediction markets, and more.

  Last updated 2026-06-28

  83

  MIT

• gib-fatura-mcp

  bevren

  F

  license

  A

  quality

  C

  maintenance

  MCP server for creating, listing, and signing Turkish e-invoices, e-producer receipts, and e-self-employment receipts on the GİB e-Arşiv portal.

  Last updated 2026-07-17

  24

• @git-fabric/aiana

  git-fabric

  F

  license

  A

  quality

  -

  maintenance

  A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.

  Last updated 2026-02-24

  11

• Amazon Managed Prometheus MCP

  sigitp-git

  -

  license

  A

  quality

  -

  maintenance

  Enables access to Amazon Managed Prometheus workspaces through natural language queries. Supports listing workspaces, executing PromQL queries, and retrieving workspace details and metrics with AWS authentication.

  Last updated 2025-08-21

  4

• Git MCP Server

  Ray0907

  A

  license

  B

  quality

  D

  maintenance

  A modular MCP server that provides a unified interface for interacting with GitHub and GitLab, including enterprise and self-hosted instances. It enables comprehensive management of repositories, issues, pull requests, and CI/CD pipelines through natural language.

  Last updated 2025-12-08

  23

  78

  MIT