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

Agentpump Mcp
io.github.axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your AI agent.

MCP Server for OSCAL
io.github.awslabs
AI agent tools for Open Security Controls Assessment Language (OSCAL)

Auxiliar Mcp
io.github.auxiliar-ai
Eval-backed discovery for the auxiliar.ai gateway — the best web-access provider per job, measured.

Ghostfox
io.github.autokeren
Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime.

Mcp Gateway
io.github.authzx
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers

Myinstants Mcp
io.github.austenstone
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

Myinstants
io.github.austenstone
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

SEO GEO Intelligence
io.github.atul0016
SEO and AI-answer visibility intelligence for search, content gaps, and GEO actions.

Fusionpact Vectordb
io.github.atul-fusionpact
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

Attestify OS
io.github.attestifyagent
MCP stdio server for Attestify OS — governed agent execution and Attestify Trust signed evidence.

Attestari
io.github.attestari
Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

AgentShield
io.github.atmflow55
Smart contract security for AI agents — verify, monitor, freeze, x402 payments

Depwire
io.github.atef-ataya
Dependency graph + 24 MCP tools. Impact analysis, simulation, security, agent coordination

Clawifi
io.github.atakanelik34
Agent-native internet gateway: typed search, fetch, scrape, crawl, and extract via the Clawifi API.

Bilinc
io.github.atakanelik34
Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.

Gossipcat
io.github.ataberk-xyz
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

Webear
io.github.asume21
Give your AI coding assistant ears — capture, analyze, and describe live audio.

Music Theory Mcp
io.github.asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI. No API keys needed.

AgentTrust
io.github.assister-xyz
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

Generate Tech Stack
io.github.askuma
Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

Mcp State Sidecar
io.github.askadvaith
MCP State Sidecar: durable state persistence for multi-agent AI workflows

Agent Readiness Auditor
io.github.asish-singh
Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

Phantom Secrets
io.github.ashlrai
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.

CogniRepo
io.github.ashlesh-t
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.