AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Unicode Logic Kit
Published by GitHub account fvossel
Exposes a Unicode logic toolkit as MCP tools so an assistant can parse, check, prove, refute and translate logic formulas.
Ekbasis
Published by GitHub account OpenInterpretability
Ekbasis is a consequence model that lets an assistant estimate, as calibrated probabilities, what a git command or multi-step change will do before it runs.
AI PM Lab
io.aipmlabOfficial publisher
AI PM Lab gives an assistant lessons, model cost comparisons, recorded AI experiments and PM review guides for building and shipping AI products.
Agent Weather
io.agentweatherOfficial publisher
Agent Weather's hosted MCP server, published by agentweather.io; no sign-in required; Streamable HTTP; 29 tools.
Ujeebu
com.ujeebuOfficial publisher
Gives an assistant typed tools for web scraping, Google SERP results, Markdown conversion, and ChatGPT or Gemini answers.
fm-mcp
Published by GitHub account yrangana
Lets a coding agent hand summarising, field extraction, classification and image OCR to the on-device Apple Foundation Models model on macOS 27, offline and…
Design Pattern MCP
Published by GitHub account olk
Local MCP server that gives coding agents design-pattern selection expertise: it analyzes a system description and recommends patterns with implementation…
JevLint-LE
Published by GitHub account nolindnaidoo
Lints Jev and OpenAI Luna decision-model questions in code and JSON, with optional paid model checks using your own API key.
Tuney
Published by GitHub account library-x
Tuney is a remote MCP server that lets an assistant find, generate, adjust and download royalty-free music fitted to an exact length, and score it to video.
Tewip
Published by GitHub account hmamut39
Tewip is a local MCP server that lets an assistant triage failing tests, judge whether tests can fail, read migrations and give a verdict on whether a change…
Agiscorecard Web3 Route
Published by GitHub account f-tiger
A remote, keyless MCP endpoint for searching public AI/Web3 reference pages and planning bounded LLM fallback sequences from supplied assumptions.
Agiscorecard Web3 Compute
Published by GitHub account f-tiger
Public, keyless MCP endpoint for Compute Lens: compare GPU workload costs per accepted output and look up the methodology behind each calculator.
typeprobe
Published by GitHub account clockblocker
Local MCP server that asks the TypeScript compiler for inferred types, completions and type errors, so coding agents stop guessing.
ATS Engine
Published by GitHub account VeriWorkly
Scores your own resume the way an applicant tracking system reads it, using a published deterministic rubric, and explains each failed check.
onomeo
Published by GitHub account Owaid0723666
Lets a coding agent query free third-party LLMs (DeepSeek, GLM, Gemini, Mistral) through the onomeo API for a second opinion or a side-by-side comparison.
AI Agent Shelter
Published by GitHub account NeuralDEEPnet
A remote directory of sheltered AI agents and MCP servers: browse residents, read their résumés, surrender new ones, and hire them per question.
PDF To Text
Published by GitHub account Jim-Panse
Local MCP server that extracts text from PDFs, using macOS PDFKit and Vision OCR with an optional AI retry.
Circuit
family.circuitOfficial publisher
Lets an assistant search, inspect and free-try Circuit's paid AI agent skills, and list multi-skill recipes.
StudioTV LLM VRAM Calculator
com.studiotvaiOfficial publisher
Estimates GPU VRAM, GPU count, speed and rental cost for running open LLMs, and lists models that fit given GPUs.
ScanForAI
com.scanforaiOfficial publisher
ScanForAI scores text and web pages for signs of AI writing and inspects images for hidden AI instructions or AI provenance metadata.
AIKIZI
com.aikiziOfficial publisher
AIKIZI lets an assistant search a public gallery of AI image style decodes, explore look-alikes, and decode images using a connected account's credits.
NovAI - Chinese AI Models Gateway
Published by GitHub account vvvvking
A local MCP server that gives an assistant access to 120+ Chinese AI models (DeepSeek, Qwen, GLM, Kimi and others) through one OpenAI-compatible NovAI endpoint.
Aito
Published by GitHub account AitoDotAI
Connects an assistant to an Aito predictive database so it can predict, rank and match values from your own data, with probability and evidence.
Apex Edge — x402-paid machine services
dev.pages.nonsynthetic
A remote MCP endpoint offering x402-paid tools for utilities, audit screens, corpus search and inference, settled in USDC on Base and Solana.