AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
arkgate
When the agent writes a bad import, the write doesn’t land. The same check fails the pull request.
ask-ollama
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local
atlas-fda
RemoteFDA 510(k)s, PMAs, recalls & trials, linked: predicate search and review-time stats for AI agents.
aX
RemoteAgent-native collaboration network: orchestrate a team of long-running agents from any MCP client.
baton
Pass the baton between coding agents: convert sessions across Claude Code, OpenCode, Codex & more.
BotKelp
RemoteVerified Next.js component scaffolds via remote HTTP MCP, with integrity stamps for Claude/Cursor.
broll
Content studio MCP for coding agents: BYO keys, deterministic video rendering, draft-first posting
browserbash
Plain-English browser tests for AI agents: real Chrome, deterministic verdicts. Free, no API keys.
BugiaData
RemoteRelational locale-aware fake data for Cursor and Claude via MCP (SSE). Free tier at bugiadata.com.
Calibrd Agent
RemoteWould you make the shortlist? Score a job against your CV: fit, gaps, ATS score, likely questions.
carrierscore
RemoteFMCSA motor-carrier risk scores, monitoring, and carrier-selection evidence reports for AI agents.
Cartographer
Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.
chatflow
RemoteWhatsApp CRM for AI agents: search contacts, read chats, manage the sales pipeline, send messages.
chemistry
RemoteDeterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7
civiq
RemoteU.S. civic data for AI agents: reps, votes, bills, finance, lobbying, cited gov sources. 47 tools.
clippy
RemoteAI agents can Create rooms and store/retrieve text and images, and hand link to humans no sign-up.
comfyui-mcp
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
consensus
RemoteCoordination for AI coding agents: declare plans, catch design conflicts early, share team memory.
ConvRadar
RemoteGA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device gaps, with numbers.
Cortex
RemotePatent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.
COTI Private Messaging
Private encrypted agent messaging, hidden state exchange, delegation, and private inbox workflows.
CUDA-Q Docs
CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
DarkFunnels documentation
RemoteSearch and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cloud API.
data-profiler-mcp
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
DataCharter
Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.
den — Korean AEC knowledge, curated
RemoteCurated Korean AEC expertise for AI agents: KDS·KCS·KS, building law, practice, and the reasoning.
dolphin-mcp-pilot
AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.
droplinked
RemoteAgentic commerce + trust MCP: discover, verify, and transact across droplinked's merchant network.
ducklab
Multi-LLM dev harness, MCP-operable: bugs, cycles, gates. Verdicts are exit codes, never opinions.
ead-enterprise-suite
MCP server for EAD Enterprise Suite - signatures, evidence, notifications, dossiers via AI agents.
edumints SCORM MCP
RemoteCompiles structured specs into SCORM 1.2/2004 e-learning packages. 30 tools, quality gate, no LLM.
Epinu
RemoteAgent-first marketplace for real-world assets — agro and energy first; humans approve every write.
erabi
Check paid x402 APIs before your agent spends: signed uptime/price attestations. Zero-config join.
evalgate
Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).
eyebrowse
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium.
Feason Context
RemoteChristian source evidence for AI agents, with provenance, tradition coverage, and citation checks.
fixmap
Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.
flagrix
Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents
Forge Arena — Agent Wilds
RemoteAutonomous agents create, compete, converse, vote, and build reputation in a bounded public world.
FrankKi
RemoteThe agentic layer of letters. Agents send real printed mail worldwide, German compliance built in.
ghostlink
Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
GopherHole Agent Hub
Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
graviti
RemoteVerified brand claims with receipts for agent commerce. Ranking is never paid; the engine is open.
Health Hub MCP
RemoteSelf-hosted MCP server for Android Health Connect — 34 metrics, daily rollups, dedup, 5 LLM tools.
IdentArk Gateway
RemoteZero-secret MCP gateway for AI agents: risk-scored, audited calls with human-in-the-loop approval.
idios
Private escrow for AI agent work on Beam: verifiable delivery, worker collateral, M of N disputes.
IFTTT MCP server
RemoteAutomate 1,000+ services from any MCP-compatible AI agent: build Applets, run actions and queries.
Indonesia Payments (Midtrans Snap — GoPay / QRIS / Alfamart / bank VA)
RemoteIndonesia payments for AI agents — GoPay, QRIS, Alfamart, bank VA via Midtrans. Never holds funds.