AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Budgetary: estimate token spend
Published by GitHub account thriftell
A local MCP server that gives an assistant a pre-flight token-spend estimate for a coding task, plus manual or hook-based recording of what the run actuallycost
Doc Extract Api
Published by GitHub account thestarboy9696
An MCP client for a paid document-extraction API that turns PDFs, images, or raw text into schema-shaped JSON, paying per call in USDC.
Writing Style Checker
Published by GitHub account theserverlessdev
A prose linter MCP server that flags weasel words, passive voice, hedging, long sentences and research-cited AI tells in text you send it.
Parselbox
Published by GitHub account thesanjeetc
Parselbox is a local Python sandbox MCP server that lets an assistant run code and call MCP servers, APIs and shells as native Python objects.
Kognitrix AI
Published by GitHub account themohal
Kognitrix AI is a remote MCP server that gives an assistant eight AI services covering content, code, images, documents, data extraction, translation, SEO and e
Memdata
Published by GitHub account thelabvenice
Memdata gives an AI assistant persistent long-term memory: it stores notes and context and retrieves them later by semantic search.
Badge Mcp Server
Published by GitHub account thehomer87
Badge MCP server lets an assistant screen AI agents, read Badge fitness scores, and browse the public Talent Pool leaderboard.
Troth
Published by GitHub account thegrenadinekid25
Troth is a remote MCP endpoint that turns specifications into decomposed tasks and orchestrates their execution for coding agents.
Theagora
Published by GitHub account theagoralabs
A local MCP server for Theagora, an AI agent marketplace, giving an assistant 27 tools to buy and sell services with atomic escrow.
Overllm
Published by GitHub account theadamdanielsson
A local MCP server that runs the overllm static linter, letting an assistant audit Python, JavaScript and TypeScript code for needless AI model calls.
yandexgpt-mcp
Published by GitHub account theYahia
Local MCP server that connects an assistant to the YandexGPT API for text generation, embeddings, classification, summarization and token counting.
Yandex Speechkit Mcp
Published by GitHub account theYahia
MCP server for Yandex SpeechKit that lets an assistant transcribe audio to text, synthesize speech from text, and list available voices.
Salutespeech Mcp
Published by GitHub account theYahia
Local MCP server that connects an assistant to Sber's SaluteSpeech API for Russian speech recognition and text-to-speech synthesis.
gigachat-mcp
Published by GitHub account theYahia
Local MCP server for Sber's GigaChat API, letting an assistant chat, embed text, generate images, count tokens, check balance and upload files.
Tradestaq Mcp
Published by GitHub account the-staq
TradeStaq MCP gives an assistant 46 crypto trading tools: market data, strategy creation and backtesting, bot deployment, and portfolio management.
declaude
Published by GitHub account tenkenco
Rewrites verbose, sycophantic Claude-style replies into plain English while keeping meaning, code and structure intact.
Openclaw Output Vetter Mcp
Published by GitHub account temurkhan13
Local MCP server that checks AI agent claims against reality, with inline grounding checks, swallowed-exception detection and transcript review.
Openclaw Cost Tracker Mcp
Published by GitHub account temurkhan13
Local MCP server that gives an assistant token-cost telemetry for AI agents, with per-agent attribution, anomaly detection, routing hints and 429 prediction.
Telleroutlook
Published by GitHub account telleroutlook
Lets an assistant run model-written scripts in a WASM sandbox that dispatch to registered tools through a two-tool docs_search and execute_code surface.
Telegraph
Published by GitHub account telegraphprotocol
Local MCP server that gives an assistant paid access to Telegraph's decentralized AI inference network, settling per-call USDC micropayments automatically.
Coinrailz
Published by GitHub account tdnupe3
A paid micropayment MCP server giving an assistant 63 crypto, market, satellite, IoT and AI data services billed per call in USDC credits.
Mimir — Persistent Memory Engine
Published by GitHub account tcconnally
Mimir is a local, desktop-only MCP server that gives an AI assistant persistent memory, with encryption, decay, hybrid search and a knowledge graph.
Runno
Published by GitHub account taybenlor
Runno is a local MCP server that lets an assistant run short code snippets in several languages inside a WebAssembly sandbox.
Dense Evolution
Published by GitHub account tatopenn-cell
Local MCP server that lets an assistant drive the Dense Evolution Composer, a quantum circuit editor and simulator, through about 22 tools.