AI Models & Agents MCP servers
Servers that route to models, run embeddings and RAG, or orchestrate other agents.
alces-mcp
Alces for Jira Data Center — MCP server bridging Jira DC/JSM with AI agents
Ariadne
Deterministic local cross-service API-chain discovery for AI coding agents.
ask-llm
Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity
Cairn
Log Claude Code work sessions, file edits, and tasks to your Cairn account.
cgraphy
Code knowledge graph over MCP: token-budgeted context for AI coding agents.
gemini-tts-mcp
RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing.
global-intel-exchange
Real-time sanctions screening, CVE, and company registry checks for agents.
Gonkbot
RemoteLog golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math.
Ignav Flights
RemoteLive flight prices and working booking links for AI agents and travel apps.
Kristo Intelligence
RemotePay-per-call DeFi intelligence for AI agents on Base — x402, USDC, no keys.
langfuse
MCP server for Langfuse LLM observability — trace and observation analysis.
LinkLore
AI-native structured memory for agents (MCP). Built for agents, not humans.
lore
Lightweight MCP for infinite agent memory. Any agent, any session, anytime.
Orcha
RemoteSecurely search and manage workspace context files for AI agents and teams.
solfleet
Agent-safe fleet management for independent Solana validators and RPC nodes
timps-swarm
161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
Type Atlas
Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents.
vibedate
Dating by tokens, matched by usage league across agentic CLIs. Local-first.
agentcast
Structured-output enforcer: extract and validate JSON from messy LLM text.
Architecture Pattern MCP
MCP server that provides architecture design expertise to AI coding agents
boo-x402-mcp
Pay-per-call crypto data for AI agents. USDC on Base via x402. No API key.
Drug Interaction Checker
RemoteDrug-drug interaction checker for clinical LLMs using RxNorm and DailyMed.
Fireweed
Agent memory where every fact carries a receipt, and deletion is provable.
gate
SpiderIQ Gate: SpiderGate LLM gateway (completions, models, usage, traces)
gpt-image-mcp
RunAPI MCP server for GPT Image: create tasks, poll status, check pricing.
hypelens-agent-rail
Place/cancel/close HL perps via MCP. Agent wallet once, 1bp fills, no sub.
imagine-mcp
MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)
inquisitor
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
inquisitor
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
JSON Contracts
JSON contract registry and validator for structured LLM and agent outputs.
LocalKeep
Local chronological memory banks you control; Claude recalls them via MCP.
mcp-azure-devops
Azure DevOps boards, repos, pipelines & projects for AI agents — governed.
mcp-cbr-rates
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
messages-bridge
RemoteMCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
Post Bridge
RemoteSchedule and publish social media posts to 10 platforms from your AI agent
RuleDrift
Test whether AI agents retain critical instructions as conversations grow.
sdk
TypeScript SDK for mutual ZKP authentication between humans and AI agents.
Tokenectomy Razor
Autonomous log surgery & secret redaction MCP server for AI coding agents.
wpf-dev-pack-mcp
Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.
Yo
RemoteLet agents send content-free push notifications to a paired phone via MCP.
Agent-Native Analytics
RemoteAgent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
AgentReady Woo
RemoteCheck WooCommerce agent readiness and run owner-authorized release gates.
CLIO Hdf5
HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server
clipbait
Turn any video into viral clips and clip live streams, from any AI agent.
contextforge-mcp
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
Fundz Agent API
RemoteDated funding and SEC 8-K events, each linked to the filing it came from.
gitwand
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
golden-dataset-mcp
Version-controlled golden datasets and RAG evaluation, no API key needed.