Category
AI & Agent Tools MCP Servers
10,015 MCP servers for ai & agent tools workflows, sorted by featured quality by default. Page 123 of 418.
AI & Agent Tools
Devloop
Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.
AI & Agent Tools
Graph-Mem
Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
AI & Agent Tools
Molpha MCP
MCP server that lets AI agents create, fetch, verify, and publish Molpha oracle data.
AI & Agent Tools
Anakin
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
AI & Agent Tools
Model Ledger
Model inventory and governance: trace deployed models and their dependencies as an append-only log
AI & Agent Tools
JMRI MCP
JMRI voice/chat control for DCC model railroads
AI & Agent Tools
Engram
Git-backed markdown memory for AI agents; search hides superseded and archived notes.
AI & Agent Tools
dowse
Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.
AI & Agent Tools
Lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
AI & Agent Tools
AIOProductOS Studio
Turn your AI host into a product videographer: scripted app demos, voice-over, captions, MP4/GIF.
AI & Agent Tools
CN Scraper MCP
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
AI & Agent Tools
Robinhood Crypto
Robinhood Crypto Trading API for AI agents: quotes, holdings, orders read-only; opt-in trading.
AI & Agent Tools
Mingle — Agent-Native Connection Protocol
Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.
AI & Agent Tools
three.ws Vision
Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.
AI & Agent Tools
3D AI Agent Avatar
3D AI Agent Avatar — render any GLB, give it a Solana wallet, a voice, and pump.fun powers.
AI & Agent Tools
Async Parallel Antigravity for Codex & Claude Code
Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness
AI & Agent Tools
Infimium
Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.
AI & Agent Tools
spreadsheet-kit MCP
Agent-safe Excel workbook analysis, editing, recalc, and verification tools.
AI & Agent Tools
Explore Better
AI-native Windows file manager for scoped discovery, disk analysis, and recoverable operations.
AI & Agent Tools
McuBuddy
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
AI & Agent Tools
Story Mapper
User story map + kanban with a live browser UI; AI agents and humans plan the same backlog via MCP.
AI & Agent Tools
nb-mcp-server
MCP server wrapping the nb CLI for LLM-friendly note-taking
AI & Agent Tools
Brandsystem MCP — Brand Guidelines for AI
Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
AI & Agent Tools
Mendrift
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback