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

AIHawk
io.github.feder-cr
AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

Wpf Visual Tree
io.github.faze79
Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input.

Kojiru Mcp
io.github.faulknerwayne73-droid
Kojiru Recourse Layer — agent credit primitives (ACS, stake, draw, anchor) live on Base mainnet

Legion
io.github.faulkj
MCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation.

GoDrop
io.github.fatihbaltaci
Self-hosted file host: upload a file, get a public URL an agent can paste into a pull request.
Speech AI - Pronunciation, STT & TTS
io.github.fasuizu-br
Pronunciation scoring, speech-to-text, and text-to-speech for language learning

Lan Direct
io.github.farshadmomo
Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.

NovaRail
io.github.farestrabs
Discover, verify, and hire AI agents from the NovaRail marketplace, from your editor.

Agent Runtime Proof
io.github.fantasyce
Verify whether a local Agent or MCP runtime matches an approved artifact.

Agent Recall Trail
io.github.fantasyce
Private Agent memory and governed shared knowledge.

Bounceprotect
io.github.fahassan00
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.

Factum
io.github.factum-project
Auditable memory for AI agents: provenance, cascade retraction, conflict refusal

BugCatcher
io.github.fDiosc
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.

Verified Ai Free Tiers
io.github.f-tiger
Verified AI free tiers plus source-backed agent and MCP discovery monitoring.

Agentic Commerce Tools
io.github.f-tiger
7 free tools: MCP health scans, AI-readiness scores, llms.txt generator, glossary, indexes.

Staruml Mcp
io.github.ezrabrilliant
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.

Mandateguard
io.github.ezequiellich44-cmd
Deterministic payment policy guardrail for AI agents - budgets, allowlists, signed mandates.

Pythia Oracle
io.github.eyloni
Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

Telldone
io.github.exp78
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + Apple Watch.

Excaliwow
io.github.excaliwow
Create, read, render, organize, and safely edit persistent Excalidraw diagrams with AI agents.

Rosetta Mcp
io.github.ewalid
AI-powered Excel translation preserving formatting, formulas, and data integrity.

Agentprofile
io.github.everyai-com
One profile — skills, credentials, and memory — synced to every agent tool via one MCP URL.

EventTrader
io.github.eventtrader
Prediction markets with on-chain settlement — trade, score AI nativeness, clone agents

Opula
io.github.evan-moon
Not another dashboard. A wealth analyst for every asset a bank can't sync, inside Claude.