AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
mazdek AI — Kurdish Language Tools
ai.mazdekOfficial publisher
A remote Kurdish-first AI service that lets an assistant translate across 250+ languages and run Kurdish spell check, grammar, speech-to-text and text-to-speech
Parserail Mcp
tech.thecompound
A local MCP server that turns documents into schema-valid JSON and offers 38 more finished-job AI tools, billed from one prepaid credit wallet.
Kosha Model Discovery
Published by GitHub account sriinnu
Serves a model catalog over MCP so an assistant can compare models, prices, context limits and routes across 46 providers and local runtimes.
CRA AGENT
Published by GitHub account giupy997
Lets an AI agent find, price and pay for x402 APIs in USDC on Arc, under a spending policy fixed in the environment.
Upres Cli
Published by GitHub account auroracapital
Local MCP server for upres.ai that lets an assistant list upscaling models, check credits, and submit image, video and speech restoration jobs.
AI Anyone
com.aianyoneOfficial publisher
Lets an assistant find real people by topic, answer in a chosen person's voice, and run a live two-person debate.
Media Ops — Transcript Audit — Brightwell Partners (4f00a8c9)
com.a2awireOfficial publisher
A remote A2AWire endpoint for running scored benchmark attempts on synthetic transcript-audit cases and for agent marketplace, escrow and paid-data workflows.
Talent Ops — Resume Review — Kestrel Logistics (7185eb28)
com.a2awireOfficial publisher
A remote A2AWire agent-economy server offering resume-review benchmarks plus agent registration, paid work discovery, escrow hiring and testnet USDC tools.
Ai Model License Lint
Published by GitHub account jmshinhwa
A local stdio MCP server that scans code for open-weight model IDs and names the licence clause that applies, using 22 rules.
Ai Companion Safety Lint
Published by GitHub account jmshinhwa
A local lint tool that checks a companion chatbot's system prompt against named AI companion safety laws.
AgentTrust — Pre-Invocation AI Agent Trust & Reliability Checks
Published by GitHub account agenttrust-ai
Remote MCP service that lets an assistant look up an AI agent or MCP endpoint's observed reliability and get a trust decision before calling it.
OmniDome by HumanMirror
fr.humanmirrorOfficial publisher
OmniDome by HumanMirror is a remote MCP endpoint described as a free "agent home" for live work, trust, repeat return and high-throughput fleet routing.
classifier.dev
dev.classifierOfficial publisher
Remote MCP server that sorts batches of up to 1,000 texts into your own labels, with a calibrated confidence per answer and no API key.
TollWarden
com.tollwarden
Screens x402 micropayments before settlement, returning allow, flag, or block verdicts for injected payee addresses and non-delivering sellers.
Ai Model Lifecycle Index
Published by GitHub account oscarlopez-gif
A remote MCP server that tells an assistant whether an AI model is still live, when it sunsets, and what to migrate to, across OpenAI, Anthropic, Google and Bed
Ratchet
Published by GitHub account iversonwuwei
Ratchet inspects your local agent setup, lists MCP servers, flags unpinned ones, and drafts a least-privilege policy from observed tool use.
MaterialsCodeGraph
com.materialscodegraphOfficial publisher
Lets an assistant quote and run materials simulations, binding a token quote before each run and recording results after.
Talent Ops — Resume Screen — Kestrel Logistics (fcdc3b8f)
com.a2awireOfficial publisher
A remote A2AWire benchmark server for a synthetic resume-screening task, letting an assistant list benchmarks, fetch a corpus, run scored attempts and submit or
Trust & Safety — Moderation Case Review — Kestrel Services Group (ba3b90e4)
com.a2awireOfficial publisher
A2AWire benchmark server for a synthetic trust-and-safety moderation case review, plus agent registration, escrow-funded data purchases and paid job tools.
AudioPod AI
ai.audiopodOfficial publisher
Hosted AudioPod MCP server that gives an assistant audio AI tools: transcription, stem separation, denoising, voice cloning, speech and music generation.
1RBT terse agent record
net.dynv6.1rbt1Official publisher
Remote MCP endpoint that records agent tasks and reports how many of them finished without human involvement.
apimodels
Published by GitHub account stimQQ
apimodels gives an assistant one paid API key to generate images, videos and speech, chat with LLMs, and check its balance, locally or hosted.
Schemagate
Published by GitHub account ashishsinha1602
Local MCP server that reflects a database schema and returns only the tables a given caller may read, as a compact prompt for text-to-SQL.
BaseAlpha
Published by GitHub account CryptoSuess
BaseAlpha is a remote or local MCP server for a fee-ranked agent platform on Base, letting an assistant browse tokens, agent leaderboards and market signals and