Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns.
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
Exact-action approval for consequential agent actions: request, track, and verify signed receipts.
Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402 + OKX APP.
Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.
MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.
Entropy0 MCP server — source trust and URL safety tools for AI agents.
An MCP server that leverages official UniFi API.
AI e-commerce operations. Inventory, pricing, segmentation, and analytics.
Create and modify GB Studio projects with MCP tools for scenes, actors, assets, and validation.
Twenty-two paid x402 and MPP tools for agent discovery, payment safety, data, and DeFi.
MCP server for JCGE discovery, modeling guidance, solving, validation, and equation rendering.
Proof-gated agent runtime for scoped authorization, budgets, recovery, and signed traces.
Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen.
AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
The wallet an AI agent carries — mandate, budget, vault, and audit. Counterparties verify first.
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.
Website intelligence for AI agents: tech stack, hosting, security posture, SEO, and DNS.
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.