MCP server for simap.ch - Swiss public procurement platform.
Process management and monitoring for AI agents with strict security boundaries.
Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent mutations.
Cell fabric daemon: spawn and coordinate Claude/Codex/pi worker cells over MCP. Audited.
Evidence-backed x402 web verification for AI agents, with auditable decisions for every condition.
Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit.
Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent.
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
Answer questions from documents too large to fit in context, reading only the sections you need.
Create scheduling polls, vote, and finalize times from AI agents.
Practice library for coding agents: skill search/invoke, seed patches, scout, reflect, ADR writer.
OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.
Automate eSignature workflows and signing tasks via natural language commands.
Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake.
MCP server for compare-cli: contract version diff/redline and a drift gate as agent tools.
One MCP server for the contract-ops suite: all nine local-first CLIs as agent tools.
Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.
Evidence-based supplement research, dosing, safety, and interactions as agent-callable tools.
Pay-per-fetch via x402. Agent pays 0.005 USDC, gets clean markdown for any URL. No API keys.
Meta-MCP gateway: search, inspect and call any MCP server from the public registries.
Self-learning operational context layer for AI sports agents. Profile 001: golf.
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.
Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies.
Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, verified, audited.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.