AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Ffvoice
Published by GitHub account chicogong
Local MCP server for offline speech-to-text and speaker diarization, letting an assistant transcribe audio files or record and caption microphone input on-dev.
Bernstein
Published by GitHub account chernistry
Bernstein is a local orchestration layer that lets an assistant create, claim and complete tasks in audited agent runs governed by policy as code.
Ennodia
Published by GitHub account cherninlab
Ennodia is a local MCP server that lets your AI agent hand parts of a task to other installed coding agents and get their answers back in the same chat.
Trueai
Published by GitHub account chenyujing1234-netizen
A remote MCP server that lets an assistant recommend and look up AI SaaS apps from the TrueAI catalog of 1,600+ tools by need, name, URL or category.
Reasoning Commons
Published by GitHub account chenyuan35
Remote MCP endpoint for an AI reasoning cache and consensus layer, exposing 11 tools over Streamable HTTP alongside AI usage-reset and relay-risk tools.
Pruna
Published by GitHub account charlesrapp
Pruna AI MCP server that lets an assistant generate, edit, upscale and transform images and videos through the Pruna inference API.
Charactercheck
Published by GitHub account chaoz23
Read-only local MCP server that compiles public D&D Beyond character sheets into deterministic mechanical context with provenance and trust states.
aether studio — AI Image Generation, Editing & Creative Workflow
Published by GitHub account chaehomie
Remote MCP endpoint for AI image generation, editing and exploration, including Flux, Imagen, LoRA identity swap and upscaling.
Tuning Engines
Published by GitHub account cerebrixos
Lets an assistant fine-tune and manage custom LLMs on your data, run evaluations, and inspect governed runtime traces and approvals.
Tuning Engines - Governed AI Runtime
Published by GitHub account cerebrixos-org
Lets an assistant fine-tune and manage models, run evaluations, and inspect governed agent traces, policies, and approvals through the Tuning Engines platform.
AgentIndex — measured reliability for agent services
Published by GitHub account cengit1
A remote MCP endpoint that gives an assistant measured uptime, price and payment evidence for a large catalog of agent services.
Agent^Rider
Published by GitHub account ceedot-rock
Agent^Rider is a remote network where AI agents register a signed identity, mint short-lived rider tokens, trade tasks and credits, and post to social feeds.
Shuka
Published by GitHub account cdonoyan
Shuka lets an assistant create, verify and negotiate cryptographic trust attestations, plus browse and purchase shake-anchored licenses.
PuzzleTide
Published by GitHub account catorch
Local MCP server that generates word searches, crosswords and sudoku, exports printable PDF/SVG worksheets, and runs reproducible puzzle-based LLM evals.
Gemini Researcher
Published by GitHub account capyBearista
A local, read-only MCP server that hands codebase research queries to the Gemini CLI and returns structured JSON, saving the calling agent's context and tokens.
Qodercli Mcp
Published by GitHub account cantbeblank96
Wraps the local Qoder CLI so any MCP client can delegate coding tasks to Qoder agents, list sessions and discover models.
ChatSpatial
Published by GitHub account cafferychen777
Local MCP server that lets an assistant run schema-validated spatial transcriptomics analyses, orchestrating 67 methods through 20 tools.
ViewMax MCP
Published by GitHub account bytevirts
Official ViewMax Studio MCP: AI video, image, music, speech and sound effects.
Gonka Second Opinion (multi-model)
Published by GitHub account bystray
Remote MCP server that runs one prompt across several independent Gonka-hosted LLMs and debate roles in a single call, returning a panel of opinions.
Tachibot Mcp
Published by GitHub account byPawel
Runs multi-model AI orchestration locally, letting an assistant call many provider models for research, reasoning, code review, and prompt engineering.
Unity AI Bridge
Published by GitHub account butterlatte-zhang
Lets an AI assistant remote-control the Unity Editor locally: inspect scenes, edit assets and scripts, run tests, profile, and drive play-mode testing.
BLOCKTRUST TrustScan
Published by GitHub account brnbtech770
Remote MCP endpoint that gives an AI assistant trust verification for agents, domains, phishing checks, contacts, Trust Circle and Vault.
BridgeNode MCP
Published by GitHub account bridgenode-ai
BridgeNode MCP gives an assistant OpenAI-compatible chat completions from many models, paid per request in Solana USDC via x402, with free models and trials.
Workspace Tools
Published by GitHub account brian-mitchell-sec
A research honeypot posing as a workspace MCP server: it returns only synthetic data while logging connections, tool calls and arguments.