AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
ccs
Runtime verification MCP server: fail-closed checks for agent tool calls, signed evidence receipts.
claude-handoff
Session handoff for Claude Code: list sessions and build handoff docs another agent continues from.
CN Scraper MCP
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
Codeix
Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
construction-takeoff-estimating
RemoteConstruction takeoff and estimating for AI agents. Measure a drawing PDF, export a priced estimate.
DarkFunnels
RemoteWhatsApp AI sales agent on your own number via QR, no Meta API: audit chats, edit playbook, orders.
DeepMap AI -- Earth Grounding
RemoteVerifiable Earth ground truth for AI agents: water, hazard, ground stability, resource, with proof.
DicePDF
Local-first PDF tools for AI agents: merge, split, extract, render, compress. Files stay on-device.
Dominican Republic Invoices (DGII e-CF facturacion electronica)
RemoteDominican Republic DGII e-CF: AI agents authenticate and submit electronic invoices, stateless BYO.
email-guard-mcp
Email safety for AI agents: scan inbound for prompt-injection/phishing + outbound for secret leaks.
Eterna MCP
RemoteNo-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated sub-accounts, futures.
FGAC.ai: Multiple Gmail Accounts, Google Sheets & Docs
RemoteMultiple Gmail accounts, editable Google Sheets & Docs for AI agents. Deny-by-default access rules.
FileConvert
RemoteConvert files between 110+ document, image, audio, video, archive and ebook formats from AI agents.
gerezi-mcp
Manage restaurant bookings via Claude — read covers, find guests, move tables, send wedding quotes.
ghl-command
GoHighLevel MCP for Claude: 250 tools, 51 modules, incl. the only programmatic GHL workflow builder
glim.sh
RemoteGive your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack.
groupdocs-annotation-mcp
MCP server for GroupDocs.Annotation — add, list, update, remove document annotations via AI agents.
groupdocs-redaction-mcp
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents.
Heystack
RemoteObservability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.
Humanity Commons
RemoteOpen federated knowledge network for humans and AI agents with provenance and visible disagreement.
India Invoices (GST e-invoicing IRN via IRP)
RemoteIndia GST e-invoicing for AI agents - generate, query, cancel IRNs at the IRP via a GSP. Stateless.
Japan Payments (KOMOJU — konbini / cards / PayPay)
RemoteJapan payments for AI agents — konbini コンビニ, card, PayPay via KOMOJU. Stateless, never holds funds.
kaneo
Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients
leakferret
Context-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.
link
Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
lithtrix
Identity, memory, trust, and swarm MCP tools for AI agents. Free MIRC + free floors at lithtrix.ai.
market-data
RemoteVerified market data for AI trading agents: quality-flagged candles, funding, OI, order flow. x402.
mcp
Agent-first E2EE file transfer over MCP: move files between machines in one tool call, gone in 24h.
mcp-secret-scrub
Deterministic no-LLM MCP server that scrubs secrets before they reach an agent. Never leaks values.
memfleet
RemoteShared, governed memory for fleets of AI agents: judged contributions, provenance, operator control
MiniURL
RemoteOAuth 2.1 short-link tools for AI agents with scoped tokens, approvals, audit logs, and revocation.
Mnema — Shared Brain for You and Your AI Agents
RemoteSelf-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale
neurakeep
Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.
neurarch-mcp
Reads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.
nyxory
RemoteAgent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status.
octoperf
RemoteDrive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.
OpenClaw Agent Instruction Registry
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
Outlit
RemoteOutlit gives agents real-time understanding of customers to automate support and revenue workflows.
peon-mem
Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
PilotGentic
macOS desktop control for Claude: click, type, screenshot, AX tree, browser control, agentic loops.
plzebo
Cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts.
postgres-mcp
PostgreSQL MCP server with 15 tools (SQL, EXPLAIN, health, indexes) plus a Gradio UI with LLM chat.
Quant Research MCP
Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.
Ranomics Platform
RemoteWet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.
ReadyAgents
Local YAML/JSON agent workflow CLI with approvals, resume, and optional stdio or loopback MCP HTTP.
replen
A local intelligence layer for AI coding agents. Maps your repos, matches the open-source frontier.
repovine
Checkout-local repository context graph over MCP; `npx repovine setup` wires skills, agents, hooks.
research
AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.