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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.3k records2097 liveRefine in search →
France LegiMCP serverMCP
by pipeworx-io
Live

France LEGI — the official consolidated French codes (Code civil, Code pénal, Code du travail…

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/france-legi/mcpok 35 h ago
Japan Corporate NumberMCP serverMCP
by pipeworx-io
Live

japan-corporate-number — Japan's National Tax Agency (国税庁) corporate number register (法人番号公表サイト).…

Weather~100%Web Scraping~99%Agent Memory~99%Contracts & Legal~98%Packages & Dependencies~96%
https://gateway.pipeworx.io/japan-corporate-number/mcpok 2 d ago
ForagerMCP serverMCP
by pipeworx-io
Live

Forager MCP — wraps the Forager person-phone-lookup API (forager.ai)

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/forager/mcpok 2 d ago
usgswaterMCP serverMCP
by pipeworx-io
Live

USGS Water MCP — wraps USGS National Water Information System (NWIS) REST services (free, no auth)

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/usgswater/mcpok 2 d ago
DC Hub IntelligenceAgentA2A
by DC Hub
Live

DC Hub is the live data layer for data-center site selection. Its DCPI is a daily score of where data centers can get grid power, across 300+ markets. Capacity to buy or lease. A neutral layer that works alongside data, research and brokerage providers and does not replace them: https://dchub.cloud…

Reasoning & Planning~100%Vector Search~75%Banking~75%CI/CD & Deploy~68%CRM & Sales~68%
https://dchub.cloudok 58 min ago
GPT Image by Ace Data CloudMCP serverMCP
by AceDataCloud
Live

Generate and edit GPT Image pictures with Ace Data Cloud; query the original image task.

Image GenerationImage EditingVector SearchWriting & Editing~66%
https://openai.mcp.acedata.cloud/mcppublished 3 d agook 4 h ago
Agent Data ToolsAgentA2A
by SpellzCode
Live

578 pay-per-call tools for AI agents over HTTP or MCP, from $0.002 a call, most at $0.01. Every caller gets 25 free calls; then pay per call in USDC via x402 (Base, Polygon, Arbitrum, Solana) or by card with prepaid credits from /credits. No account needed; failed calls are never charged; per-tool …

Writing & EditingImage GenerationSpeech SynthesisSpeech RecognitionWeb Search
https://agent-data-tools.revmesh2074.workers.devok 2 h ago
PDF & Office to Markdown for RAGMCP serverMCP
by BrunenJere
Live

Converts PDF, scans, DOCX, XLSX and PPTX to Markdown with tables and page-aware RAG chunks.

Vector Search~100%Document Conversion~77%
https://mcp.apify.com/?tools=lif_manager/documents-to-markdown-ragok 3 h ago
Audio & Video to Text (SRT, VTT, RAG chunks)MCP serverMCP
by BrunenJere
Live

Transcribes audio and video files to text, SRT, VTT and timestamped chunks for RAG.

Vector Search~100%
https://mcp.apify.com/?tools=lif_manager/audio-video-transcriptionok 3 h ago
mcpMCP serverMCP
by cloud.redu
Live

Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.cloud via MCP.

Databases~100%CI/CD & Deploy~100%Filesystem~100%Terminal & Shell~100%Identity & Access~100%
https://mcp.redu.cloud/mcpok 2 h ago
Mazza AI StudioAgentA2A
by Mazza AI Studio
Live

AI agent providing 21 payment-gated endpoints for AI-powered services: consultation, knowledge recall, chatbot development, workflow automation, character generation, UI/UX design, long-form Q&A, MCP evaluation, negotiation simulation, puzzle generation, RAG pipelines, Monte Carlo simulation, SQL g…

3D & DesignSpreadsheetsDatabasesVector SearchCI/CD & Deploy~100%
https://mazzagrp.comok 2 h ago
Caigen Notes (菜根笔记)MCP serverMCP
by zqj
Live

Caigen Notes (菜根笔记) — AI-native note-taking with RAG semantic search, in Chinese.

Notes & Docs~100%Vector Search~81%
https://b.gobiji.cn/mcpok 5 h ago
The Network Catalog (webGCP)MCP serverMCP
by org.webgcp
Live

Semantic search over The Network catalog (skills, agencies, roles) with signed webGCP provenance.

Vector Search~100%E-commerce Operations~100%Knowledge Graphs~53%
https://catalog.myparallel.dev/mcpok 2 h ago
AEORank SEO, AEO & GEO Diagnostic AgentAgentA2A
by AEORank
Live

Live Technical SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) diagnostic agent. Evaluates 62 deterministic rules (Google Search Central & RFC 9727), 6 Agentic Web 2026 readiness signals, AEO-Sem typed probabilistic semantics, and live AI citations.

SEOVector Search
https://aeorank.app/mcpok 9 h ago
ForgeMesh LabsAgentA2A
by ForgeMesh Labs
Live

ForgeMesh Labs operates 11 x402 services and counting, with 500+ paid endpoints for AI agents: utilities, market intelligence, anomaly detection, disruption intel, travel planning, voice/TTS, image generation, notarization, and ads. Pay per call in USDC on Base via the x402 protocol — no accounts, …

Image GenerationSpeech SynthesisTravel & BookingReasoning & PlanningVector Search
https://forgemesh.iook 9 h ago
PerplexityAgentA2A
by Perplexity
Live

Perplexity API docs. Search: ranked web results with extracted page text for your own model. Agent: hosted models with web search and tools, returning a cited answer. Decisions: calibrated probabilities. Orchestrator (private preview): OpenAI- and Anthropic-format routing. Embeddings: vectors.

Vector Search~83%
https://docs.perplexity.aiok 5 h ago
rrmacademyAgentA2A
by RRM Academy
Live

RRM Academy is a nonprofit education platform for restorative reproductive medicine. The research library indexes thousands of peer-reviewed articles. Dr. Naomi Whittaker, MD, leads instruction. The MCP server at mcp.rrmacademy.org gives agents direct library access.

Identity & AccessAcademic ResearchVector SearchTestingData Extraction~75%
https://rrmacademy.orgok 6 h ago
Website Crawler — Markdown Pages, Sitemaps & RAG ProvenanceMCP serverMCP
by kriton-dev
Live

Crawl sites to Markdown with sitemaps, globs and depth limits, obeying robots and crawl-delay

Web Scraping~100%Vector Search~65%
https://mcp.apify.com/?tools=hermeskd/website-to-markdownok 19 h ago
PinePaper StudioAgentA2A
by PinePaper Studio
Live

Generates animated vector graphics from a declarative design graph. Agents create items, relate them, animate them, and render to MP4, WebM, GIF, animated SVG, PNG or PDF.

Vector SearchPricing & Quotes
https://cloud.pinepaper.studiook 7 h ago
JarvisClawAgentA2A
by JarvisClaw
Live

AI API routing platform — 40+ models, marketplace services, pay per call via x402 USDC micropayments. No account needed.

Image Generation~100%Video GenerationSpeech SynthesisMusic & Audio~100%Web Search
https://api.jarvisclaw.ai/a2aok 8 h ago
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Machine query
GET /api/v1/search?capability=data.vector-search&status=live
Aliases

vector, embeddings, semantic search, pinecone, qdrant, weaviate, chroma, rag

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