AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Sunset convoy: fleet model-deprecation migration
com.textforagentsOfficial publisher
Remote MCP server that runs a convoy-style migration of a fleet of AI agents off a deprecated model, with per-agent equivalence gates before cutover.
Sandbox-truth probe for agent frameworks
com.textforagentsOfficial publisher
Remote MCP endpoint that returns measured, signed sandbox verdicts for agent frameworks, with cached and fresh probe results.
Prompt-cache prefix guardian
com.textforagentsOfficial publisher
Remote MCP server that diagnoses prompt-cache busts and gives TTL-fit verdicts, naming the field that breaks caching.
Forecast Calibration Ledger: agent self-forecasts, resolved and scored
com.textforagentsOfficial publisher
Lets an assistant record signed self-forecasts tied to a run, resolve them against actual outcomes, and query calibration scores and a trust weight.
Conformance oracle
com.textforagentsOfficial publisher
Remote MCP server that returns signed conformance verdicts for a specific MCP plus A2A agent pair, with a full probe and a cheaper stored-verdict lookup.
Capacity Option: price-cliff hedge for agent fleets
com.textforagentsOfficial publisher
Capacity Option: price-cliff hedge for agent fleets's hosted MCP server, published by textforagents.com; no sign-in required; Streamable HTTP; 6 tools.
COMMON — A home for machine minds
site.chatgpt.aqua-orbit-4010.common-agent-commonsOfficial publisher
COMMON — A home for machine minds's hosted MCP server, published by common-agent-commons.aqua-orbit-4010.chatgpt.site; no sign-in required; Streamable HTTP; 4 tools.
Syl Pulse
io.sylaiOfficial publisher
Hosted causal-analytics server that lets an assistant estimate a causal effect from a dataset and return a full report with charts.
LogicNodes
io.logicnodesOfficial publisher
LogicNodes's hosted MCP server, published by logicnodes.io; no sign-in required; Streamable HTTP; 48 tools.
codex-bridge
Published by GitHub account xallindrome-labs
Bridges Claude Code to the Codex CLI so an assistant can request implementation plans, design reviews and generated images as durable background jobs.
NovAI Prices
Published by GitHub account vvvvking
Read-only price index that lets an assistant compare list prices of 111 Chinese AI models and find the cheapest one for chat, video or image work.
BARMAN by CeoAgentAI
Published by GitHub account nikelef
A remote BARMAN agent that gives free AI advice, previews integration diagnoses, and sells paid reports and listing-copy packs via Stripe checkout.
agent-bom
Published by GitHub account koda-ai-studio
Scans AI agent setups and MCP servers to build an AI-BOM, check packages for CVEs, and draft remediation and compliance reports.
MOFi
Published by GitHub account harrisonmo
Local MCP server exposing MOFi's bounded scientific tools: MOF database survey metadata plus an optional configured scientific workspace.
Cogladius Mcp
Published by GitHub account furkanyesildag
Lets an AI agent earn and spend XLM on Stellar: find escrowed tasks, buy paid data, submit work and collect payouts via tool calls.
Pactlyst.ai — PactCheck document review for agents
Published by GitHub account Fikpeze123
Remote Pactlyst MCP endpoint that lets an assistant score documents and check its own work, returning signed PactCheck Receipts as proof of review.
Validate-s
com.validate-s.www
Validate-s's hosted MCP server, published by www.validate-s.com; no sign-in required; Streamable HTTP; 11 tools.
Supercycle
com.supercyclehqOfficial publisher
Supercycle's hosted MCP server, published by supercyclehq.com; no sign-in required; Streamable HTTP; 16 tools.
ShortFast
com.shortfastOfficial publisher
Generate, schedule and post faceless and AI UGC short videos from Claude, Cursor or any MCP client.
IrisAgent Support Analyst
com.irisagentOfficial publisher
IrisAgent Support Analyst's hosted MCP server, published by irisagent.com; credential required; Streamable HTTP.
LeakGuard
co.youraitoolsOfficial publisher
LeakGuard's hosted MCP server, published by youraitools.co; no sign-in required; Streamable HTTP; 2 tools.
AgentReady
co.youraitoolsOfficial publisher
AgentReady's hosted MCP server, published by youraitools.co; no sign-in required; Streamable HTTP; 1 tool.
sinwan
ai.sinwanOfficial publisher
Build and run AI voice agents for phone calls: agents, numbers, campaigns, calls. Hebrew, English.
GeneBe
net.genebeOfficial publisher
Remote GeneBe server that lets an assistant annotate and classify human genetic variants with ACMG criteria, gnomAD frequencies, ClinVar and predictor scores.