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

Taskswarm
io.github.RudrenduPaul
Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

Swarmmesh
io.github.RudrenduPaul
Multi-agent context sharing, memory, and status coordination via MCP tools.

Swarm Rd Orchestrator
io.github.RudrenduPaul
Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Slop Eval
io.github.RudrenduPaul
Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

Skillguard
io.github.RudrenduPaul
Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP.

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.