Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.
MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.
Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.
Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.
Official US data for AI agents: CPI inflation since 1913, famous prices, national debt since 1790.
Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.
Deterministic UI extraction and screenshot diffing for AI coding agents.
MCP tools for TON Sites, TON DNS and TON Storage.
Tech job market intelligence: jobs, companies, salaries, skill velocity, hiring trends.
Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation.
Give your agent web search and authoritative datasets: S&P Global, FRED, OECD, SimilarWeb & more.
Draft, schedule, publish, and analyze your LinkedIn posts from your AI assistant via Taplio.
Query Obyte mainnet and testnet: balances, units, autonomous agents, AA state, dry runs, tokens.
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option.
CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp.
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générées via OpenAPI.
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 tools.
Let Codex orchestrate external coding agents through their native harnesses.
Code & logic calculator for AI agents: run 31 languages, symbolic math, SMT logic, complexity.
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
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.