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

mycrab-mcp
io.github.isgudtek
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.

PostgreSQL performance Tuner MCP Server
io.github.isdaniel
provides AI-powered PostgreSQL performance tuning capabilities.

Mcp
io.github.isco-tec
Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.

Forage
io.github.isaac-levine
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

Secret Safe Env
io.github.irrenwill
Write secrets into .env without the agent ever seeing the value - Windows masked dialog (繁中 UI)
Iris
io.github.iris-eval
Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

Agent Memory MCP
io.github.ipiton
Memory, docs, and repo context layer for engineering agents.

Numguard
io.github.ipezygj
Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

Evalgate
io.github.ipezygj
Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

Agent Guard
io.github.ipezygj
Safety checks an agent runs before it acts: package malware, destructive command, secret leak.

CLIO Hdf5
io.github.iowarp
HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

CLIO Compression
io.github.iowarp
Compression MCP server implementation using Model Context Protocol

CLIO Chronolog
io.github.iowarp
ChronoLog MCP server implementation using Model Context Protocol

CLIO Arxiv
io.github.iowarp
ArXiv MCP server implementation using Model Context Protocol

Obolus
io.github.inviti8
Disposable Algorand wallet for AI agents. Pay x402 resources in USDC, no human provisioning.

Invigil
io.github.invigil
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.

Mcp Server Zotero Dev
io.github.introfini
MCP server enabling AI assistants to build, test, and debug Zotero plugins

Intlpull
io.github.intlpull
AI-powered i18n platform with 50+ tools for translations, OTA releases, and more.

Intenttext Mcp
io.github.intenttext
Parse, validate, query, and render IntentText (.it) documents for AI agents

Turbopentest
io.github.integsec
AI-powered penetration testing. Launch scans, review findings, download reports.

RankCLI
io.github.integrallis
Free, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine.

Inkog
io.github.inkog-io
Security co-pilot for AI agents. Scan for vulnerabilities, audit MCP servers, verify governance.

Mcp Server
io.github.ingressward
Block prompt injection, evasive spacing, and obscene content before it reaches your LLM.

Ingero
io.github.ingero-io
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging