AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Mermaid Mcp App
io.github.finfin
MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and other MCP clients
FindMe Photo
io.github.findmephoto
Create wedding galleries, upload photos, and pull analytics on FindMe Photo from any AI assistant.
Fintel Discovery — Financial Intelligence for AI Agents
io.github.findimitrov
Delivers public regulatory and market data from 11 key sources such as FINRA, SEC, Census, FRED
Finch
io.github.finchagentic
Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.
Figuard Mcp
io.github.figuard
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.
Assiststudio Runner
io.github.fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler.
ChipsAI MCP Server
io.github.fgasparetto
MCP server for ChipsAI — manage chatbots, conversations, and AI models
Mapnostics
io.github.ffteema
Codebase intelligence for AI agents — dead code, blast radius, ownership.
Youtube Transcripts
io.github.fetchworks-dev
YouTube transcripts for AI agents: videos, channels, playlists, search. Timestamps, SRT, VTT.
Agentverse Memory
io.github.fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
LLM Preflight
io.github.feronovak
Local, cross-provider preflight checks for LLM integration changes.
X402 Api
io.github.fernsugi
DeFi data API for AI agents — pay-per-call via x402/USDC on Base
Alchemy
io.github.fernforge
Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.
Agentwork Mcp
io.github.ferm-ai
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
Envcp
io.github.fentz26
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
PeriodFinder
io.github.fenrici1
Neutral cross-brand period-underwear comparison: absorbency in real mL, plus size translation.
SpendShield
io.github.felixpg13-glitch
Authorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit.
Figma To Code Mcp
io.github.felixAnhalt
LLM-optimized Figma MCP server.
Figma Context MCP
io.github.felixAnhalt
LLM-optimized Figma MCP server.
Quantoracle
io.github.fel123
73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
CacheBash
io.github.feelgreatfoodie
Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts
Feedoracle Macro Mcp
io.github.feedoracle
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.
Create Survey
io.github.feedbk-ai
Create AI surveys with dynamic follow-up probing directly from your AI assistant.
Agent Rails
io.github.federicocelico
Shopping MCP for AI agents: search, compare, Amazon buy links. Auto-register.