Discover verified deep-tech engineering bounties from any AI agent.
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents.
Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.
MCP server giving AI agents persistent SQLite memory that proves which lessons hold.
MCP server: audit any website for SEO, accessibility, and AI-searchability, then auto-fix it.
Build, validate, and deploy multi-agent AI solutions from any AI environment.
Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
Constitutional AI kernel with 13 MCP tools, 888_JUDGE verdict pipeline, and VAULT999 ledger.
Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking.
MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.
Detect fabrication and hallucination in any LLM output. 30+ models supported.
Run local Froglet verifiable compute, signed receipts, settlement, and service publication.
LATAM fiat ramps on Stellar for AI agents: live quotes, sandbox orders, PIX/SPEI simulation, docs.
Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.
Statistics Canada's 8,200+ data tables: CPI, GDP, labour force, housing. No API key.
MCP server for QPost — lets AI agents publish video and image posts to YouTube, TikTok, Instagram.
Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
Vedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits.
AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
Deterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked.
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.