MCP servers tagged ai
9.8K live MCP servers tagged "ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai.
Gemini Notebook
MCP server for Google Gemini Notebook (formerly NotebookLM) — chat, source ingestion, audio overviews, citations, stdio + Streamable-HTTP transports.
io.github.RudrenduPaul/agent-eval
Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.
io.github.RudrenduPaul/workloadtruth
Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
io.github.ytkoka/king-crimson-mcp
King Crimson discography and live-performance history with a curated line-up-era model.
io.github.RudrenduPaul/truthroute
Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.
ProvenTools
Read-only ProvenTools business ideas, evidence, build prompts, and validation reports.
Jaxonomy — hybrid dynamical systems on JAX
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
Model Council
Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.
tvsub MCP
Control tvsub subtitle selection, translation, styling, overlay, and sync from MCP.
Riveter MCP Server
MCP server for the Riveter API — connects Claude to Riveter's enrichment, scraping, and monitoring tools
Nan MCP Server
MCP server exposing NaN API tools: image generation/editing (flux-2-klein), TTS (kokoro), STT (whisper), embeddings and rerank
Track
Model Context Protocol server for FerrTrack — issues, labels, comments
Server Sheriff
Model Context Protocol server for Sheriff
Coding Cloud MCP Server
TypeScript Model Context Protocol (MCP) server for coding-cloud.com API.
Android Sqlite
A Model Context Protocol (MCP) server to connect AI agents directly to the embedded SQLite/Room databases of your Android applications.
Paotong
MCP server for 跑通 (paotong) — the vibe-coding-era Chinese developer community. Read-only tools to browse and read articles, comments and user profiles.
Hvgerp
MCP server for ERPNext with interactive UI viewers
Devstate
DevState MCP server — gives Claude, Cursor, Windsurf, and any MCP-capable AI assistant portable, persistent project context.
DistrictAPI
US public school districts and schools by address — enrollment, demographics, boundaries
INITE AI Visibility
See how ChatGPT, Claude, Gemini and Perplexity read any website. Scored out of 100.
RCLL
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
dVeracity Semantic API
Natural-language queries over a verified emissions knowledge graph, plus standards validation
Paxa Labs
Thai and English speech AI: text to speech with local playback, translation to Thai, and OCR
com.tamperlens/mcp
Was this document edited, did its redactions hold, is it safe for a model to read — Tamperlens API.
io.github.Abidit/phi-guard-mcp
Local-first PHI detection for source code, LLM prompts, logs, and analytics
Marzban MCP
Manage Marzban panels through the Model Context Protocol.
INVARA
Independent verification that a change kept its declared constraints. No model in the verdict path.
io.github.ant-dev-lab/nightmarquee
16 cinematic website prompts as slash commands, tuned for Lovable, Bolt, Cursor and Claude.
io.github.ddevetak/footballcharts-mcp
Tables, results, model probabilities and Monte Carlo projections for 90+ football leagues.
Meaning Model
Progressively construct worlds, concepts, and stories. Requires an explicitly built Rust engine.
io.github.faulkj/legion
MCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation.
OpenTranscribe MCP
Provider-independent speech-to-text with normalized transcripts over MCP.
io.github.kahlilashanti/mantis-mcp
Model Context Protocol server for Mantis XR 3D commerce experiences
io.github.mrfqcentic/mcp-kokoro-tts
Local Kokoro-82M TTS MCP server that synthesizes and plays speech on your machine
io.github.mrhpython/lens-mcp
Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.
io.github.mrnh/rigor-mcp
Verified statistical inference for AI agents: t-tests, effect sizes, power, and corrections.
io.github.neurarch-ai/neurarch-mcp
Reads your PyTorch .py or Neurarch graph so agents can inspect, lint and cost the model.
3D AR Studio
Put 3D models in someone's real room: generate, arrange, and hand back one AR link.
io.github.q1023884985/visiongemma
Local AI vision MCP server for Windows: OCR, chart analysis, scene description. 100% offline.
Model Manager
Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training
io.github.sudo-ai-git/mcp-benchmark-hygiene
Detect pytest config-leakage that corrupts agent-benchmark grading. Deterministic, no-LLM.
~alter mcp-ollama
Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.
Server Test
Demo Model Context Protocol server
Testkit
Test kit for Model Context Protocol servers
Markdownlint MCP Server
MCP server implementation for markdownlint that validates markdown content against markdownlint rules
Tenex Sdlc
Model Context Protocol stdio server for Tenex SDLC Causal Graph and tools
Esg
MCP (Model Context Protocol) service for ESG
Ngx Prime
Model Context Protocol (MCP) server for ngx-prime Angular component documentation.
Css Prime
Model Context Protocol (MCP) server for css-prime
Android Corporate
Model Context Protocol server for Android/Gradle project intelligence