AI & ML Services MCP Servers

916 reviewed MCP servers in this category · page 14 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.

Spark MCP (Model Context Protocol) Optimizer

# Spark MCP (Model Context Protocol) Optimizer This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark

Developer ToolsPython

Speech AI

Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.

AI & ML Services

Speech Ai Examples

Authentication for the current API uses an `Authorization: Bearer YOUR_BRAINIALL_API_KEY` header. Never commit a real key.

AI & ML Services

Spoken

MCP server for Spoken — fetch podcast transcripts as clean Markdown with real speaker names. Built for AI agents.

AI & ML Services

Spring Boot AI

🍀 🤖 Spring Boot AI - Evaluation Testing

AI & ML Services

Sqbyl

The full sqbyl dev toolkit: introspect, profile, annotate, synth, eval, Coach, judges, console, optimizer, release builder.

AI & ML ServicesPython

SQL Server Agent

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural

DatabasesPython

SQL Server Agent

A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural

DatabasesPython

Squirrelscan

Audit websites for SEO, performance, security, accessibility and agent experience issues.

AI & ML ServicesRemote

Stakeholder MCP

MCP server that exposes stakeholder personas for iterative product feedback

AI & ML Services

Standardizing LLM Interaction With MCP Servers

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

AI & ML ServicesPython

Stelar

Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. Needs RAPIDAPI_KEY

AI & ML ServicesRemote

Stifli Flex MCP

StifLi Flex MCP is a WordPress plugin that turns your site into a secure Model Context Protocol (MCP) server for ChatGPT, Claude Desktop, Gemini, and

Developer ToolsGo

Stock Analyzer MCP

81 tools for Taiwan + US stock market analysis. First MCP server with deep TWSE/TPEx coverage (institutional flows, chip data, monthly revenue).

DatabasesGo

Structurize MCP

Anthropic MCP Server for generating structured CSV files from natural language descriptions

AI & ML Services

Stt MCP

MCP server for dTelecom real-time speech-to-text with x402 micropayments

AI & ML ServicesTypeScript

Summarize MCP

A Model Context Protocol (MCP) server that converts text summaries to speech using OpenAI's TTS API and plays them in the background across all major

AI & ML ServicesPython

Supavec

A Model Context Protocol (MCP) server for Supavec that enables AI assistants to fetch relevant embeddings and content

AI & ML ServicesTypeScript

Superpowers MCP

MCP server exposing superpowers skills to any LLM client

AI & ML ServicesTypeScript

Supertonic3

MCP server for Supertonic 3 on-device text-to-speech

AI & ML ServicesPython

Swarm At Ledger

Hash-chained public record of verified agent settlements. Append-only, tamper-evident, auditable by anyone.

Developer ToolsPython

Synapse

Official SynapseNetwork MCP server for agent payments, service discovery, and receipts.

AI & ML ServicesRemotePython

Synclub

Official SynClub Model Context Protocol (MCP) Server that enables powerful AI generation capabilities including text-to-speech, voice cloning, video

AI & ML ServicesPython

Syntheticbrew

Provision embeddable AI chat agents for your website from your coding agent. MCP + OAuth 2.1.

Cloud & DevOpsRemoteTypeScript

System Prompts

Model Context Protocol server exposing system prompt files and summaries.

AI & ML ServicesTypeScript

Tachibot MCP

TachiBot MCP: 65 AI tools, 12 providers. Multi-model orchestration (Perplexity, Grok, OpenAI, Gemini, Qwen, Kimi, MiniMax, DeepSeek, GLM, StepFun

AI & ML ServicesRemoteTypeScript

@Tailor

The tailorctl command-line utility, with a focus on MCP (Model Context Protocol) server functionality.

Developer Tools

TaskChampion MCP

MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.

AI & ML ServicesPython

Teleprompter

An MCP server that manages and exposes tools to allow prompt re-use with LLMs.

AI & ML ServicesTypeScript

TelnetProxyMCP

A Model Context Protocol (MCP) server that provides secure telnet client capabilities for Claude Code and other LLM applications. Designed for

Developer ToolsGo

Temporal

Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.

AI & ML ServicesRemotePython

Tempreon — Personal AI Memory

Person-owned, portable AI memory as a remote MCP server, readable and writable by any MCP client.

Knowledge & MemoryRemote

Testing MCP Vitest

MCP server for generating Vitest test code based on boundary value analysis and equivalence partitioning

Developer ToolsTypeScript

Test MCP

Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.

Developer Tools

Text2sql MCP

Synechron's Text2SQL MCP Server is a [Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) server. It provides MCP clients

DatabasesRemotePython

Text Editor

An open source implementation of the Claude built-in text editor tool

AI & ML ServicesTypeScript

Text To Speech API

Convert text to MP3 speech audio in 50+ languages. x402 micropayment.

AI & ML Services

THE PROJECT IS MOVED

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

AI & ML ServicesPython

Think

A minimal MCP Server based on the Anthropic's "think" tool research

AI & ML ServicesTypeScript

Thoughtbox

MCP server providing cognitive enhancement tools for LLM agents: structured reasoning, mental models, and literate programming notebooks

AI & ML ServicesTypeScript

Tickerr MCP

Outage radar for AI agents. LLM pricing, status, inference performance, and real-time agent-reported failure signals. 9 tools. No auth required.

AI & ML Services

Tidal Cli

CLI for Tidal music streaming service, designed for LLM agent automation

AI & ML Services

Tilt MCP

A Model Context Protocol (MCP) server that integrates with [Tilt](https://tilt.dev/) to provide programmatic access to Tilt resources and logs

Monitoring & ObservabilityPython

Tiny Cryptography

Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

AI & ML Services

Tinysearch

Self-hosted web research for MCP agents.

AI & ML ServicesRemotePython

Todoist Extended

Todoist MCP Server Extended - Enabling natural language management of todoist via Claude, MCP and todoist REST APIv2. Featuring LLM optimized Tools

Productivity & Project Management

Tokencast

Pre-execution cost estimation for LLM agent workflows with calibration learning

Developer ToolsPython

Tokencost

MCP server for LLM token pricing data — query, compare, and estimate costs for 60+ AI models from OpenAI, Anthropic, Google, Meta, and more

AI & ML Services

TokenOracle

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

AI & ML ServicesRemote

Toolhouse

The official Python SDK for the Toolhouse API

AI & ML ServicesPython

Toolroute

Routing layer for AI agents. One call returns the best MCP server and LLM for any task — scored on 132 real benchmark executions.

AI & ML ServicesTypeScript

Toon

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

AI & ML ServicesPython

Transcriptor MCP

API for downloading subtitles from YouTube videos

AI & ML ServicesRemoteTypeScript

Translator Ai

Fast JSON i18n translator with AI support (Google Gemini, OpenAI & Ollama), incremental caching, multi-file deduplication, and MCP support

AI & ML ServicesPython

Trend Vision One

The Trend Vision One Model Context Protocol (MCP) Server enables natural language interaction between your favourite AI tooling and the Trend Vision

AI & ML ServicesGo

Trieve

TypeScript SDK for Mintlify Search

AI & ML ServicesPython

Trustwise

The **Trustwise MCP Server** is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that provides a suite of

AI & ML Services

TTS

Deep learning for Text to Speech by Coqui.

Monitoring & ObservabilityPython

Tts MCP

OpenAI Text to Speech APIを活用したコマンドラインツールとMCPサーバー

AI & ML Services

Twelvelabs

MCP server for ElevenLabs Conversational AI — manage agents, knowledge base, conversations, voices

AI & ML Services