AI & ML Services MCP Servers

916 reviewed MCP servers in this category · page 13 of 16 · all categories

AI-service MCP servers chain other models into your assistant: text-to-speech, image and video generation, and access to thousands of hosted models. They turn a chat assistant into a small production pipeline — write the script, generate the voiceover, produce the artwork — without leaving the conversation.

Ragmap

RAGMap is a lightweight MCP Registry-compatible subregistry + MCP server focused on **RAG-related MCP servers**.

AI & ML ServicesRemote

Ragora

Search your knowledge bases from any AI assistant using hybrid RAG.

AI & ML ServicesRemote

RAGScore

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

AI & ML ServicesPython

Ragstack Lambda

Serverless OCR-to-Knowledge Base pipeline on AWS

Cloud & DevOpsPython

Raptor7197 MCP

This is a Model Context Protocol (MCP) server that allows you to integrate local LLM capabilities with MCP-compatible clients.

AI & ML ServicesPython

Reachy Mini MCP

Control the [Reachy Mini](https://www.pollen-robotics.com/reachy-mini/) robot (or simulator) from Claude, ChatGPT, or any MCP-compatible client.

AI & ML ServicesPython

Reactive Agents

_An Elegant, Powerful, and Flexible Framework for Building Reactive AI Agents_

AI & ML ServicesPython

Readwise Reader MCP

MCP server for Readwise Reader API

AI & ML ServicesTypeScript

Reelier

Agents make claims, Reelier writes receipts - record an agent workflow once, replay it deterministically at 0 tokens, and get an asserted receipt on

AI & ML Services

Refine Prompt

Transform ordinary prompts into powerful, structured instructions for any large language model

AI & ML ServicesTypeScript

Regguard MCP

RegGuard is a sophisticated MCP (Model Context Protocol) server that provides AI-powered regulatory compliance checking for financial marketing

AI & ML ServicesPython

Rememberizer

A [Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) server for interacting with Rememberizer's document and knowledge

Communication

Replicate Designer

Replicate MCP Server for image generation

AI & ML ServicesPython

Replicate Flux

A MCP server for running Flux AI image generation model on Replicate

AI & ML ServicesTypeScript

Replicate Flux MCP

MCP for Replicate Flux Model

AI & ML ServicesRemoteTypeScript

Reprompt

X-ray your AI coding sessions across Claude Code, Cursor, ChatGPT, and 6 more tools. Discover your patterns, find wasted tokens, catch leaked secrets

Developer Tools

Retellai

RetellAi MCP Server

AI & ML ServicesGo

Right Reasons

AI agents using Markdown + RAG score 0% recall on "why?" questions. The same agents using Right Reasons score 100%. Tested across 48 sessions with 2

DatabasesPython

Rime MCP

MCP server for Rime

AI & ML ServicesPython

Rivalsearchmcp

RivalSearchMCP is a FastMCP 3.x server exposing **9 specialized tools** that search, fetch, score, and compare information across:

Search & Web ScrapingRemotePython

Riza

Arbitrary code execution and tool-use platform for LLMs by Riza

Developer Tools

Roblex Studio Model

Model Context Protocol server for Roblex Studio

AI & ML ServicesTypeScript

Robot MCP

A companion repository to my video about MCP server for the robot: - **MCP Server** for LLM-based AI agents (Claude Desktop, Cursor, Windsurf, etc.)

AI & ML ServicesPython

Rostro

Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.

AI & ML ServicesGo

Routara LLM Gateway

OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).

AI & ML ServicesRemote

RubberDuckMCP

By integrating this method into an LLM-powered IDE, Rubber Duck MCP enables developers and AI agents to:

Developer ToolsPython

Ruby MCP Client

A Ruby client for the Model Context Protocol (MCP), enabling integration with external tools and services via a standardized protocol.

AI & ML ServicesPython

Rust Docs

⭐ **Like this project? Please [star the repository](https://github.com/Govcraft/rust-docs-mcp-server) on GitHub to show your support and stay

AI & ML ServicesGo

S3 Documentation

HTTP MCP server for S3 documentation with RAG using HNSWLib and Ollama

AI & ML Services

Sample S3

An MCP server implementation for retrieving data such as PDF's from S3.

Cloud & DevOpsRemote

Scenext MCP

An MCP server that integrates with [Scenext](https://scenext.cn) AI video generation platform to create educational explanation videos based on

AI & ML ServicesRemote

Schema Search

An MCP Server for Natural Language Search over RDBMS Schemas. Find exact tables you need, with all their relationships mapped out, in milliseconds.

DatabasesPython

Scientifically Validated Speech Vitality Index

Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and

AI & ML ServicesTypeScript

Sdk

A configurable Model Context Protocol (MCP) server that provides searchable access to multiple AI/ML SDK documentation and source code. Currently

Developer ToolsPython

Second

Second brain en Obsidian: notas, conceptos como nodos, resurfacing y salud del grafo. En castellano.

AI & ML Services

Secretctl

When you paste `sk-proj-xxx` into Claude Code, that secret is now in your conversation history, Anthropic's logs, and potentially exposed to prompt

Monitoring & ObservabilityTypeScript

Secure

Encrypted secrets and credential management for agents

AI & ML Services

Sema

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

AI & ML ServicesGo

Sentry

a mcp server to get sentry issue by id or url for LLM

Monitoring & Observability

Seoforgpt MCP

SEOforGPT MCP is a hosted remote MCP connector that lets AI assistants use SEOforGPT workflows directly in chat.

Payments & CommerceRemoteGo

SEO Performance MCP

Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.

AI & ML Services

Serpstat API

A TypeScript server that integrates Serpstat SEO API with Anthropic's Model Context Protocol (MCP), enabling AI assistants like Claude to access

Monitoring & ObservabilityTypeScript

Serverless Rag

Storm MCP(Model Context Protocol) 서버는 LLM 애플리케이션과 RAG 데이터 소스 및 도구들 간의 원활한 통합을 가능하게 하는 개방형 프로토콜입니다. Anthropic의 [Model Context

AI & ML Services

Servicenow

The most comprehensive ServiceNow MCP server — 450+ tools across all modules. Integrates with Claude, ChatGPT, Gemini, Cursor, GitHub Copilot and any

AI & ML ServicesTypeScript

Sheet

A specialized Google Sheets integration server that allows the LLM to read, write, and manage spreadsheet data in real-time. This server supports

AI & ML ServicesPython

ShopAssist MCP

The site is live here ! : https://shopassist-sharavana.streamlit.app/

AI & ML ServicesPython

Shrike MCP

MCP server for action governance on AI agents — 14 tools that govern tool calls, SQL queries, file writes, shell commands, and agent-to-agent

DatabasesPython

SimpleChatJS

Simple chat with MCP support - Electron app

AI & ML Services

Skill Shelf (Rust Singleton Daemon)

Progressive group routing for 393 professional skills via Rust daemon stdio shim.

AI & ML Services

Skynet

An MCP Server that acts as an agent and that can spawn more Agents, by using MCP.. MCP Inception!

AI & ML ServicesTypeScript

Slac

MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents

AI & ML Services

Slack MCP Client

This client enables AI models (OpenAI GPT-4.1, Anthropic Claude 4.5, Ollama local models) to interact with real tools and systems through Slack

AI & ML ServicesGo

Smart

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

AI & ML ServicesTypeScript

Smart Ai Bridge

MCP server for Claude Code — multi-AI orchestration across local + cloud LLMs, intelligent backend routing, council-driven workflows, and

Cloud & DevOps

Snf MCP

A Model Context Protocol (MCP) server that provides web search, Wikipedia search, and web content fetching capabilities, written in OCaml using the

Search & Web ScrapingPython

Socraticode

MCP server for local codebase indexing, semantic search, and code dependency graphs.

AI & ML ServicesRemoteGo

Solomd

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault

AI & ML ServicesRemoteGo

Solon

solon ai(&mcp) embedded examples。支持 MCP_2025_06_18(mcp streamable)。示例项目包括各种框架嵌入:(Solon、SpringBoot、jFinal、Vert.X、Quarkus、Micronaut)

AI & ML Services

Sootool

전송별 단일 기동: ``` uv run python -m sootool --transport http --port 10535 uv run python -m sootool --transport sse-legacy --port 10536 uv run python -m

AI & ML ServicesPython

Spanlens

Spanlens SDK for Python. Agent tracing, LLM usage capture, and cost observability.

Monitoring & ObservabilityRemotePython