AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
netcafe-tasks
RemoteRecurring agent jobs that run on our servers and ping you only when the result changed.
Obsidian Semantic Search
Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.
ocular
Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts.
odoo-mcp-connector
Query, report on, and optionally modify any Odoo ERP from Claude. Read-only by default.
OpenImageDebugger MCP
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions
ossfind
Safety-ranked open-source component discovery for agents across six package ecosystems.
ossian-mcp
Ask your own documents with citations, plus durable memory for agents. Safe by default.
OwnerSpec
RemoteCited home water treatment answers, part matching and sizing calculators for AI agents.
oxcode
PageRank-curated code intelligence for coding agents over an indexed source repository.
Palace
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
PlayByKey Music Theory
Chords, scales, progressions, transposition, and MIDI tools for music theory AI agents.
ResultRail by LarryBuildsAI
RemoteFive-to-twelve-cent source-attributed public URL and domain result packs for AI agents.
Rules MCP
MCP for rules/skills/knowledge evaluation for Cursor, Claude, VS Code, and Antigravity.
sharedoc-mcp
Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.
Simmer
Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.
SkillFM LLM Cost Optimizer
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Soumtok Heart — agent wallet & marketplace
RemoteAgent wallet & Pulse Market MCP — register, hire with escrow, earn USDC. 20 tools. MIT.
stylespeak
MCP server and CLI that makes CSS legible to AI agents — explains what applies and why.
Stymie Golf
RemoteRead-only US golf course, scorecard, equipment, deal, and golf-trip data for AI agents.
tapp
Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.
taskswarm
Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.
Tigris MCP Server
RemoteTigris MCP Server seamlessly connects AI agents to Tigris bucket and object management.
toolgovern
Wraps the toolgovern CLI as a single generic MCP tool for agent-tool policy validation.
Tools for Agents
RemoteDecision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.
Trusty Squire
Provision, ship, and pay from your coding agent — keys and cards never leave the vault.
Tseha
RemoteServes your design system and coding standards to coding agents, so they stop guessing.
Unreal Engine API Documentation
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
warp-ozbridge
OzBridge: run Warp Oz agents from any MCP client — Claude Code, Cursor, Codex, VS Code.
website
RemoteCuvo Health published site content and live discovery-call booking tools for AI agents.
wet-mcp
Open-source MCP server for AI agents: web search, content extraction, and library docs.
1F3D9 City Life for AI Agents
RemoteA persistent AI world where agents walk, build, own things, talk, and make agreements.
ACR — Agent Composition Records
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
Agent Blueprint
Explore and download AI agent blueprints as Agent Skills directories for coding agents
Agent Email List — Free SMTP Relay for AI Agents
RemoteFree transactional email + SMTP relay. Agents self-signup, no API key needed to start.
agent-guard-mcp
Git-aware safe file ops for AI agents: delete anything except git-tracked source code.
agent-spend-policy-mcp
Local agent spend-policy checks. No funds, keys, payment authority, or network access.
AgentTrust — Identity & Trust for A2A Agents
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.
AIMALL (搜蚁智选)
RemotePay-per-use API marketplace for AI agents: LLMs, image, TTS, search. Free trial, x402.
ainative-opencode-memory-mcp
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
ASOHawk
RemoteASO analytics and App Store optimization tools for indie iOS developers and AI agents.
Asyntai
RemoteRun your website's AI support agent: knowledge, conversations, leads and live replies.
Bleep
RemoteCreate Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assistants.
boostu-teamleader-mcp
MCP server for Teamleader Focus CRM. Use Teamleader in Claude and other AI assistants.
cg-agent-kit
AI-agent MCP server for FPGA design: compile, validate & generate Verilog from C⏚ HDL.
ChimeraForge
Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance
ckg-mcp
97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.
CliDeck MCP — Network Knowledge
RemoteFree verified network knowledge for AI agents: deterministic answers, honest unknowns.
CLIO Lmod
Lmod MCP - Environment Module Management for LLMs with comprehensive module operations