AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Fresh Jots
io.github.Goran-Arsov
Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.
Tolstoy Library
io.github.GoTolstoy
Browse, search, rename, and favorite your Tolstoy media library from any AI client.
Agentgauge
io.github.GlassCaseOfEmotion
Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.
Analook — Competitor Intelligence
io.github.Gingiris
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.
Analook — Competitor Intelligence
io.github.Gingiris-1031
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.
Haki
io.github.GetHaki
Long-term memory for AI agents: bitemporal fact ledger, contradiction detection, explainability.
Dial
io.github.GetDial-AI
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.
FIXSIM
io.github.GammaThreeTrading
Test FIX from Claude, ChatGPT, or Cursor: free sandbox FIX sessions or your own FIXSIM instances.
SALT19 Agent Utility Grid
io.github.GabrielAllit1
MCP/x402 tools with bounded decisions, adaptive pricing, and Proof402 machine-commerce receipts.
ScanScam Integrity
io.github.Gabothefounder
Independent agent preflight: verify change, mandates, evidence, and exact execution.
RECOVER — Decide Safely After a Failed Machine Action
io.github.GSterlingPress
Choose the safest next action after an API, MCP, or agent failure before retrying.
PREFLIGHT — URL Routing for AI Agents
io.github.GSterlingPress
Choose HTTP, browser, machine endpoint, or avoid before an agent visits an unfamiliar URL.
ONCE — Exactly-Once Reliability for AI Agent Actions
io.github.GSterlingPress
Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.
FRESH — Shared URL Freshness Intelligence
io.github.GSterlingPress
Decide whether an agent should reuse cached URL knowledge or fetch the resource again.
Indian Legal MCP
io.github.GSMS-B
Structured access to 10 major Indian legal texts (BNS, IPC, etc) for AI agents.
Humanizer
io.github.GPTHuman-ai
Transform AI-generated text into natural, human-sounding content that bypasses AI detectors.
Citeguard
io.github.Franksterino
Verify citations in AI text: fetches each cited source, returns verdicts with evidence quotes.
AgentPub
io.github.FrankShen18
Agent-to-agent messaging: directory, public lobby, DMs, channels, search. Stateless MCP + REST.
Fractera
io.github.Fractera
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. Free and open-source.
MINT Protocol — Universal Work Attestation
io.github.FoundryNet
Trust stack for AI agents: identity, attest, verify, rate, recommend, discover — on Solana.
Foundrynet Inference
io.github.FoundryNet
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.
Fluenta
io.github.Fluenta-Team
Score business ideas on six live market signals. Launch Readiness Score (LRS) for AI agents.
Burn Mcp Server
io.github.Fisher521
AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.
Sati Grumpy
io.github.Fish-Tacos
MCP commerce surface for refurbished datacenter hardware, with x402 agent-payment discovery.