AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Shimguard
io.github.RudrenduPaul
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
Neuronscope
io.github.RudrenduPaul
Traces which neurons and attention heads drive a language model's output via MCP tools.
Memtrust
io.github.RudrenduPaul
Independent, reproducible benchmark harness for agent-memory backends.
Inferbench
io.github.RudrenduPaul
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
Haltproof
io.github.RudrenduPaul
Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.
Evolveguard
io.github.RudrenduPaul
Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.
Electronics Rfq Agent
io.github.RudrenduPaul
AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.
Deskcert
io.github.RudrenduPaul
Evaluates whether an AI agent is safe to operate internal web apps via an MCP run_suite tool.
Agent Observability
io.github.RudrenduPaul
AI agent observability with deterministic record/replay for debugging agent failures.
Agent Eval
io.github.RudrenduPaul
Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.
Rosentic
io.github.Rosentic
Deterministic cross-branch conflict detection for AI coding agents
Dendro React
io.github.RooneyTech
React codebase semantics for AI agents, with a VS Code visualizer you both share. Free, local.
Mails.ai — Agent Email
io.github.RolloutsAI
A real inbox for AI agents: send, receive and thread email, behind a prompt-injection firewall.
Hotelbooking Ai
io.github.RollingGo-AI
RollingGo Hotel Booking MCP Server (Global/AI Edition)
Formacv
io.github.Rocketech-Software-Development
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and ATS push-back.
Security Orchestra
io.github.RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
Spawnpay
io.github.Robocular
Crypto wallets, payments, and referral earnings for AI agents on Base L2
Mcp Server Decisions
io.github.Roberton003
Decision tracking with prediction validation and outcome gates for AI agents
Logclaw Mcp Server
io.github.RobelDev
Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
Umbryn Mcp
io.github.Rinava
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, no egress.
Agent Team
io.github.RichardLemmon
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command install.
Exogram Authority Runtime
io.github.Richard-Ewing
Model Context Protocol server for the Exogram Authority Runtime.
MCP Memory Graph
io.github.RetroRobAI
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
TokenEyez
io.github.Reemedri
Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.