Semantic code graph MCP server for coding agents.
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.
Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
MCP server for NetApp AI Data Engine.
MCP server giving AI agents eyes and hands inside Android devices via ADB.
Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects.
Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale.
Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0.
MCP server for SAP ECC and on-premise S/4HANA: natural-language queries and ABAP dev tooling.
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude.
SSH server management with zero-token SFTP file transfer and SOCKS proxy support.
Verify x402 payment endpoints before an AI agent pays: scam scan, on-chain checks, trust scores.
Audit creator scripts for TikTok Shop and Amazon policy violations. Returns flags and safe rewrites.
Estonian court decisions: full-text case-law search, each ruling linked to its companies. Free.
Estonian Business Register: companies, people, beneficial owners, trademarks. Free, no API key.
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
Validate EU VAT numbers (VIES), IBANs and EORI, look up company data (GLEIF) and VAT rates.
Your project's decision history for agents: decisions, dead-ends, constraints - queryable, local.
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x402 pay-per-call.
Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.
Business-registry data for agents: one-call Poland KYB verdict, UBO, insolvency, adverse media.
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.