AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Cartograph
io.github.benteigland11
Local-first reusable implementation registry for AI agents and versioned widgets.
QR for Agent
io.github.benswel
Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks
Munition
io.github.benjammartin
x402-paid Upload and Flight Search tools for AI agents.
Storylenses
io.github.benediktgirz
让助手分析职位信息、将简历与职位匹配，并生成和评分故事化求职信。
Pigeonpost
io.github.bekirdag
Private asynchronous Pigeonpost messaging for AI agents over local MCP stdio.
Palimpsest — censorship, China economy and model-eval observatory
io.github.beepboop2025
让助手访问 Palimpsest 的防篡改记录，涵盖审查信号、中国经济指标和已封存的 AI 评测结果。
Vynn Mcp
io.github.beee003
Self-improving AI workflows with backtesting, prompt optimization, and scheduling
Beckett - MCP for Godot
io.github.beckettlab
MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
io.github.bebopp187-stack
对照当前 API 审查、重写并诊断 LangChain、LlamaIndex、Ollama 和 XRPL 代码，并提供示例与 XRPL 交易骨架。
Daimonos
io.github.beardfaceguy
Agent-optimized MCP server with structured JSON tools. 20-45% token savings.
Modulor
io.github.bcllcc
Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.
Queryshield
io.github.bch1212
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
Modelwatch
io.github.bch1212
Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.
Injectshield
io.github.bch1212
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
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.
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.
Basic Memory
io.github.basicmachines-co
Local-first knowledge management with bi-directional LLM sync via Markdown files.
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.
Hugging Bay
io.github.barneywohl
让助手在 Hugging Bay 上搜索经过验证的开放 AI 制品，查看信任证据、下载情况和代理工作流。
Bay Run
io.github.barneywohl
Bay Run 是一个远程 MCP 端点，提供兼容 OpenAI 的推理和三个工具：coprocessor、run_pin 和 solve_task。