AI & Agents MCP servers

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

Model-tiered content pipeline — cheap models seed, expensive models verify

Trust scoring for AI agents. Check scores, fidelity, and flags for x402 services.

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

Agentic pipeline orchestration MCP server for AI-driven development workflows.

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

Credential vault for AI agents — encrypted storage, lease-based access, CRP support.

MCP bridge for inter-session communication between Claude Code instances

Persistent memory for AI agents and humans. Store, search, and discover patterns.

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.

Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.

Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.

MCP relay server for Claude Desktop <-> Claude Code communication

An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents

AI Agents Framework with Self Reflection and MCP support

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

Step-by-step reflective thinking: record, revise, and branch thought chains.

Lightweight coordination layer for multiple AI agents working on the same codebase simultaneously.

MCP server for Groq: fast LLM chat, model list. Needs a free API key.

Documents to schema-valid JSON plus 38 more finished-job AI tools, on one credit wallet.

Find, install and enable MCP servers mid-session on any host, with consent and tool pinning

Signed AI measurement (13-axis, deterministic judge). Measurement, not certification; monitored cont

Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

Consult Grok through xAI's metered API with exact model selection and no fallback

Finds the LLM model IDs pinned in your code that vendors have already switched off, or have dated to

Ask your own documents with citations, plus durable memory for agents. Safe by default.