Selection — 14 032

Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.

Convert, compress & merge PDFs and 100+ file formats from any AI agent. By GuruPDF.

AI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.

Venture intelligence for autonomous agents with discovery, scoring, and workspace automation.

Check paid x402 APIs before your agent spends: signed uptime/price attestations. Zero-config join.

JMRI voice/chat control for DCC model railroads

x402 micropayments for AI agents — credits-based, no wallets, no blockchain.

Let any LLM watch a video locally — and search everything it has ever watched.

Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.

Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.

DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.

Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.

Minimal MCP server that returns a random programming joke.

Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language

186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.

Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.

Study planner for high school students. Manage tasks, deadlines, and schedules.

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for your shop.

Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.

Search and download stock images from Unsplash, Pexels, Pixabay, Freepik, StockVault, and Burst

47 micro-priced utilities: search, screenshots, OCR, whois, prices, video downloads. x402 USDC.

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye AI Bridge installed.

Crystallize headless commerce tools for AI agents via Model Context Protocol

MCP server for Safari DevTools — browser debugging and automation for AI coding agents

Search volunteer opportunities across Spain via hacesfalta.org

Intelligent API routing for AI agents. Best service, best price, free alternatives.

{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe.

Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Signal, not verdict.

Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures