MCP server for context-aware royalty-free image search from Pexels and Unsplash.
Renders interactive Chart.js charts and dashboards inline in AI conversations.
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
Read-only MCP over an agentic SLR workspace with per-claim citation verification.
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and Alipay payments.
Search, install, publish & review security-scanned AI capabilities from ai-supply.store.
Skills and Scars for AI agents - your agent records its failures and never repeats them.
UK Companies House public register: search companies, officers, ownership, filings and documents.
Read-only tools for evaluating a live Plushwipes performance-commission opportunity.
Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.
Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
Control and query Rigol DHO824 oscilloscope for waveform capture and measurements.
Normalized SEC EDGAR data for AI agents: XBRL financials, 10-K risk diffs, Form 4 insider trades.
Automated AI research toolkit: hypothesis generation, experiments, and paper writing.
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
The markdown workspace your AI can read, search, and suggest edits in — every change signed.
MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress.
Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library.
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Monad, Base & BSC.
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.