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

Memoir
io.github.bighippoman
Structured session journals for AI agents. Persistent memory across sessions.

Intercept
io.github.bighippoman
Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.

Spikes
io.github.bierlingm
UI feedback for AI-assisted building. Click elements, rate them, agents triage via MCP.

Slimsnap
io.github.bickov
Your recent screen captures as structured JSON your AI agent can read. Local only, no network.

Codetoimage Mcp Server
io.github.beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h hosted URL.

kObsidian
io.github.bezata
Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki.

RDL MCP Server
io.github.bethmaloney
Edit SSRS reports using AI - simple tools to read and modify RDL files

BetaDrop
io.github.betadrop-app
Publish iOS and Android builds to testers and manage share links from an AI coding agent.

Stellar Agent Search
io.github.berkingurcan
Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.

Godot Agent Loop
io.github.beremaran
MCP automation loop with 167 tested tools for Godot 4

Zoogent
io.github.bepunk
AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP tools.
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.

Pigeonpost
io.github.bekirdag
Private asynchronous Pigeonpost messaging for AI agents over local MCP stdio.

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.

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.