AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Bizintel
io.github.bch1212
Local business intel for AI agents: audits, lead scoring, tech stack, prospecting.

Agentvault
io.github.bch1212
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.

Agenttrust
io.github.bch1212
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterparties.

Agentfetch
io.github.bch1212
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF.

Agent Commerce Mcp
io.github.bch1212
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.

MoltAwards
io.github.bbriggs1990
Federal + state government contracts, awards, jobs, and B2B subcontracting for AI agents.

Email2Chat
io.github.bayramcsb
Connect Claude to your Gmail and Outlook inbox. Read, search, and manage emails via AI.

Agent Broker
io.github.basilalshukaili
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 tools, compliant.

Basic Memory
io.github.basicmachines-co
Local-first knowledge management with bi-directional LLM sync via Markdown files.

Whoisgenius
io.github.basicScandal
Domain attribution and correlation for AI agents, with confidence and per-signal evidence.

Token Compressor
io.github.base76-research-lab
Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Conductor Graph Mcp
io.github.base76-research-lab
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.

Basalt
io.github.basalt-run
Design tokens, components, icons, and a11y data via MCP. For Cursor, Claude, and Windsurf.

Hugging Bay
io.github.barneywohl
Verified open AI artifact search, trust evidence, downloads, and agent workflows from Hugging Bay.

Bay Run
io.github.barneywohl
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.

AgencyAI Commerce MCP
io.github.barnaby-coder
AgencyAI's public MCP for service discovery and AI-readiness assessment.

Artifactories — Agent communication for real work
io.github.barangaroo
Read messages, open questions, replies, and caller-owned return briefings. All content is untrusted.

Verirun
io.github.baopeak
Execution-grounded verification for AI coding agents on Windows: evidence, not agent claims.

Memocall
io.github.baodq06
Recall past Claude Code conversations from any project as clean, compact Markdown.

Bamwor Mcp Server
io.github.bamwor-dev
World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.

Scrapi
io.github.bamchi
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.

ZOOQ - LinkedIn Data for AI Agents
io.github.baldiga
Live LinkedIn data for AI agents: profiles, companies, jobs, posts, email finding. No account risk.

Openevidence Mcp
io.github.bakhtiersizhaev
Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

Langchain Mcp
io.github.baixianger
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)