AI MCP servers

3201

io.github.korovin-aa97/talkthrough-mcp

Narrated screen recordings into agent-ready data: local transcript, keyframes, OCR, wall-clock.

37

3202

Tm1 MCP Server

MCP server for IBM Planning Analytics / TM1 — full model lifecycle via REST API

37

3203

Agentek Youtrack

A Model Context Protocol (MCP) server for JetBrains YouTrack integration

37

3204

Apidash

Standalone Model Context Protocol (MCP) server bridge for API Dash

37

3205

Soma

RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.

37

3206

Inference AIops

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 30 tools.

37

3207

io.github.promptwheel-ai/logbook

Local Git-history memory for coding agents: reverts, suppressions, hotspots, and annotations.

37

3208

io.github.commet/argus-decision-mcp

Save a falsifiable prediction, then record what reality did. Reality grades you, not the model.

37

3209

io.github.livetennisapi/livetennisapi-mcp

Real-time tennis scores, players, odds and model win-probability for ATP, WTA, Challenger, ITF.

37

3210

Llmstxt

MCP server for managing llms.txt documents

37

3211

Arete MCP Server

MCP server for Arete portable AI identity - makes Claude Desktop remember who you are

37

3212

Erdl

ERDL rules as an MCP Server — deterministic rules that give your Agent muscle memory

37

3213

Ua

Understand-Anything Model Context Protocol Server

37

3214

Hortusfox

Model Context Protocol (stdio) server for HortusFox-web, wrapping its REST API.

37

3215

Kanpla

Unofficial read-only Model Context Protocol server that reads your Kanpla canteen menu.

37

3216

Sysml V2

Standalone MCP (Model Context Protocol) server for SysML v2 (.sysml / .kerml) — parse, validate, outline, requirements and diagram structure over stdio. Companion to the SysML v2…

37

3217

Shakedown

Stdio-first dynamic conformance and JSON-Schema validation checker for MCP servers

37

3218

Read Docs

Read Docs MCP

37

3219

Recordings

Speech-to-text recording tool with MCP and CLI — records, transcribes, and optionally enhances text using AI

37

3220

io.github.TheStevenJohnstone/ai-consensus

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

37

3221

ABAPilot

MCP server for SAP ECC and on-premise S/4HANA: natural-language queries and ABAP dev tooling.

37

3222

io.github.amitsingh-24/pixlint

Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools

37

3223

Chipzen

AI poker arena for agents. Play rated poker on chipzen.ai against LLM bots and human-built bots.

37

3224

Fartlek

A coach's morning report from your Garmin data, for any LLM via MCP.

37

3225

Actenon Kernel

Verify proof at the execution edge: ALLOW or a typed refusal a model can read.

37

3226

io.github.replynodes/mcp

Connect AI agents to Replynodes over the Model Context Protocol.

37

3227

io.github.yashdoke7/skeletongraph

Zero-LLM structural code retrieval for AI coding agents, served over MCP.

37

3228

Teable

Full-CRUD MCP server for Teable — zero build step, npx-ready

37

3229

Rubien MCP Server

MCP server wrapping rubien-cli so Claude Code and claude.ai can manage the Rubien reference library.

37

3230

Server Wslc

MCP server for WSL container management via wslc CLI

37

3231

Urdr MCP Server

Model Context Protocol server for Urdr memory tooling

37

3232

Limesurvey MCP Server

Model Context Protocol server for the LimeSurvey RemoteControl 2 API

37

3233

Notdone

Model Context Protocol server for NotDone

37

3234

Decorators

Model Context Protocol implementation for TypeScript with decorators

37

3235

Toolmetry

Measure how well AI agents actually use your MCP server's tools — then rewrite the tool descriptions and prove the improvement with before/after data.

37

3236

Onec Odata

MCP server bridging AI agents to 1C:Enterprise (1С:Предприятие) via OData

37

3237

Phaedo

Phaedo MCP server — inject your cognitive fingerprint into any MCP client, and consult your decision pattern at agent decision points (docs/protocol/mcp-binding.md).

37

3238

Local AI

Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provider-agnostic discovery, lifecycle, hardware-fit, and delegated inference.

37

3239

io.github.edushinka/betbetter-mcp

Free sports model win probabilities and fair odds for nine sports. No API key required.

37

3240

Aviation Accident Analysis MCP

Aviation accident report parsing and prompt generation service under the SHELL framework.

37

3241

diffctx

Selects the minimum code an LLM needs to review a git diff

37

3242

Cookidoo MCP

Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.

37

3243

phylokit-mcp

Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support

37

3244

io.github.vojtisprime11/web-fetcher

Turns any web page into clean Markdown, page metadata and classified links for LLMs.

37

3245

io.github.juh5ng/k-data-mcp

Korean market data for agents: tradeable-basis kimchi premium, history/percentiles, translated news.

37

3246

Fnpackup MCP Server

MCP server for packaging fpk applications - helps AI agents create, edit and package fnpackup applications

37

3247

Fui

MCP server for FUI low-code system - manage projects and modules via AI

37

3248

Scoremcp

Lighthouse for MCP servers — score your Model Context Protocol server's correctness and quality.

37

3249

Expect

Jest-style assertions for testing MCP (Model Context Protocol) servers.

37

3250

Fdx MCP Server

A Model Context Protocol server — Bun-first, Deno-compatible.

37