AI & ML Services MCP Servers

Engram gives your AI agent the context it can’t see in the code alone.

Your AI agent types `{{GITHUB_TOKEN}}`. The placeholder leaves the model and travels through the conversation, the logs, the context window — and

Ask questions across every channel of customer feedback and get cited answers

Discover and call pay-per-request (x402) APIs, ranked by reliability, latency and price.

An MCP server that delivers crypto ETF flow data to power AI agents' decision-making.

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

MCP server for generating, scoring and embedding genomic sequences using Evo 2

Example MCP server demonstrating framework usage

Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Context Protocol server for reading, writing XLSX XLSM files with Claude AI

Speech Recognition for React Native Expo projects

Extend AI Toolkit

Multi-LLM MCP server for Claude Code & Codex — route AI agent work across 20+ low-cost provider buckets with round-robin dispatch and quota-aware

Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.

Anthropic Claude Fable 5 MCP server — top-tier planning and code critique for handoff

This project is a **Model Context Protocol (MCP)** server for automating and managing interactions on a **Facebook Page** using the Facebook Graph

Universal project context for all MCP platforms. Auto-detects CLI, 50 MCP tools.

MCP server for fal.ai - Run 600+ AI models for image, video, audio generation and more

FastMCP server for fal.ai GPT image-1 text-to-image API

This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit

A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities |

A MCP server for converting input images into favicon

`ffmpeg-mcp` is a [Model Context Protocol](https://modelcontextprotocol.io) server that puts the full power of **FFmpeg** behind a clean set of tools

Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud

See how it can look here: https://bsky.app/profile/nkiaru.bsky.social/post/3lrvofh64n225

Provides Model Context Protocol (MCP) servers for file searching and speech-to-text conversion.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

Secure filesystem MCP server for reading, writing, searching, diffing, and patching files.

MCP Server for Firelinks API - allows LLM clients to interact with Firelinks platform

Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.

RunAPI Flux MCP server for image generation: create tasks, poll results, and check pricing across 3 model variants from Claude Code, Codex, Cursor

A specialized MCP server for image generation powered by Pollinations AI

This MCP server provides image generation capabilities using the Flux Schnell model on Replicate.

The repo is based on Model Context procotol of Python SDK, including DL models in CV, and provide the abilities to the LLM or vLLM model

Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.

Optional MCP setup helper for connecting FORMLOVA to AI clients

Connect Claude Desktop, Cursor, and other MCP clients to the Formswrite API — convert documents to Google Forms, edit questions, and manage forms

Local semantic search over your Obsidian vault - always fresh, never reindex.

You can already ask an LLM for advice on how to dial your espresso, and models like Claude, ChatGPT, or Gemini can already generate Gaggimate

Generate 2D and 3D game assets using AI models hosted on Hugging Face Spaces

This document guides you through setting up and running the Gamma MCP (Model Context Protocol) server, which allows you to generate presentations

Garmin Connect 러닝 데이터를 LLM에 제공하는 MCP(Model Context Protocol) 서버입니다.

A Model Context Protocol (MCP) server that exposes desktop automation capabilities, allowing LLM applications to interact with your desktop

Geekbot MCP (Model Context Protocol) server acts as a bridge, connecting LLM client applications (like Claude, Cursor, Windsurf, etc.) directly to

State-of-the-art MCP server for Google Gemini API with all latest features

<strong>A multimodal local memory MCP for AI agents powered by Gemini Embedding 2.</strong>

MCP Server for Gemini Image and Audio generation using Google's Gemini AI models.

An MCP server for image generation using the Gemini API.

Generate images using gemini

Generate high-quality images from text prompts using Google's Gemini model through the MCP protocol.

Integrate search grounded Gemini output into your workflow.

Structured deliberation for AI agent coordination. Submit positions, vote, get analysis of cruxes, clusters, bridging statements, and consensus —

A repository dedicated to exploring, experimenting with, and applying Generative AI concepts and tools in practical, everyday scenarios.

MCP server for AI image generation and repaint with vision analysis

MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio

Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.

Revolutionary Single-Tool-Call MCP server with Enhanced 6-Stage Cognitive Deliberation Framework combining Scientific Investigation, OOReD, and

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

A Git MCP server that doesn't suck

git-coco — AI git commits, changelogs, code review, and PR/MR creation, plus a terminal workstation. Works on GitHub, GitHub Enterprise, and GitLab