wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

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

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

204 records15 liveRefine in search →
ato-mcpMCP serverMCP
by au.com.ato-mcp
Live

Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers to any tax question.

AccountingVector Search
https://api.ato-mcp.com.au/mcp494k/wkpublished 2 mo agook 1 h ago
apiMCP serverMCP
by com.docimprint
Live

AI document intelligence: extract, summarize, claim-check, notarize, and signed action receipts.

Writing & Editing~100%Invoice Processing~100%Vector Search~100%OCR~58%Data Extraction~55%
https://api.docimprint.com/mcpok 22 min ago
California Justice WatchMCP serverMCP
by com.cajusticewatch
Live

California criminal-justice accountability: DAs, defenders, judges, officers, CJP, POST.

Evaluation & Benchmarks~86%Vector Search~58%Databases~53%
https://cajusticewatch.com/api/mcpok 23 min ago
memoryMCP serverMCP
by com.borisinc
Live

Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.

Payments~100%Agent Memory~100%Vector Search~58%
https://mem.borisinc.com/mcpok 23 min ago
ai·rete·ragMCP serverMCP
by com.ai-rete-rag
Live

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Vector Search
https://ai-rete-rag.com/mcppublished 13 d agook 1 h ago
RoboPartsAgentA2AMCP
by RoboParts
Live

把 RoboParts 机器人零部件兼容性能力封装为可被其他 Agent 框架(WorkBuddy / Dify / Coze / Cursor / Claude)一键接入的 Skills。底层统一走免鉴权只读 MCP 端点,零安装、零 API Key。本清单由 MCP 工具定义自动生成,参数与线上端点逐字一致。

Vector Search~58%
https://roboparts.cc/mcpok 1 h ago
Entogo power-equipment knowledge & toolsMCP serverMCP
by ca.entogo
Live

Entogo (Canada) transformers, switchgear, BESS, EV charging: catalogue, lead times, EV sizing, RFQ

Pricing & Quotes~100%Vector Search~58%E-commerce Operations~53%Team Chat~51%
https://entogo.ca/mcpok 1 h ago
RekaMCP serverMCP
by ai.reka
Live

Understand your videos with Reka AI — search, ask questions, and extract insights.

Writing & Editing~100%Prompt Management~100%Image UnderstandingPackages & Dependencies~58%Vector Search~55%
https://mcp.reka.ai/mcppublished 4 mo agook 3 h ago
AttroveAgentA2A
by Attrove
Live

Communication intelligence for AI products. Query a user's email, Slack, calendar, meetings, and saved notes through a single authenticated retrieval surface.

Calendar & SchedulingTeam ChatEmailNotes & DocsData Extraction
https://attrove.comok 22 min ago
connectMCP serverMCP
by ai.odei
Live

Governed personal world model and memory for your AI agent. Pair once, connect over MCP.

Agent Memory~100%Vector Search~58%Contracts & Legal~53%
https://api.odei.ai/mcpok 4 h ago
DC Hub IntelligenceAgentA2A
by DC Hub
Live

Data center intelligence agent — 20,100+ distinct facilities, M&A deals, grid data across live grid operators on 5 continents (7 US ISOs plus TVA, BPA and Ontario's IESO) and 43 US utility balancing authorities, (Hydro-Québec, AESO, Nord Pool remain modeled), fiber routes, water risk, tax incentive…

Reasoning & Planning~100%Vector Search~75%Banking~75%CI/CD & Deploy~68%CRM & Sales~68%
https://dchub.cloud/mcpok 1 h ago
masnaviMCP serverMCP
by ai.masnavi
Live

Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Free, no auth.

Pricing & Quotes~86%Vector Search~58%
https://masnavi.ai/mcpok 5 h ago
Inferventis MCP ServerMCP serverMCP
by ai.bankee
Live

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

Document Conversion~100%Vector Search~100%News & Feeds~100%Payments~100%Markets & Trading~100%
https://mcp-server-295985738387.europe-west1.run.app/mcpok 7 h ago
WhiteIntelAgentA2A
by WhiteIntel
Live

WhiteIntel — Corporate Ownership & Sanctions Intelligence. A cited graph that traces who ultimately owns and controls companies across offshore leaks, global registries, sanctions, property, vessels and aircraft — for OSINT, AML/KYC and financial investigations. Resolve a company or a person, trace…

Knowledge GraphsAPI Access~81%Reporting & Dashboards~64%Vector Search~58%Pricing & Quotes~51%
https://whiteintel.devok 4 h ago
FAFA — the Voice of FAFAgentA2A
by WolfeJAM
Live

FAFA (rhymes with Rafa) — the Voice of FAF. A narrow-domain, citation-mandatory agent for the .faf family: it cites the spec or says "I don't know" — no bluffing. Reads 5 canonical FAF docs live from github.com/Wolfe-Jam/faf, plus FAFipedia (the curated, drift-flagged knowledge layer). Model is Gro…

Agent MemoryVector Search
https://faf.oneok 4 h ago
@claude-flow/cliMCP serverMCP
by ruvnet
Unknown

Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code

Vector SearchAgent OrchestrationCode Generation~75%Databases~68%
npm:@claude-flow/cli · local package38k/wkpublished 3 d ago
@juspay/neurolinkMCP serverMCP
by juspay
Unknown

TypeScript AI SDK with 24+ LLM providers behind one consistent API. MCP-native (connect any MCP server), voice TTS/STT/realtime, RAG, agents, memory, context compaction. OpenAI · Anthropic · Gemini · Bedrock · Azure · Ollama · DeepSeek · NVIDIA NIM and mo

Speech SynthesisSpeech RecognitionModel AccessCloud PlatformsVector Search
npm:@juspay/neurolink · local package21k/wkpublished 39 min ago
@pinecone-database/mcpMCP serverMCP
by pinecone-io
Unknown

Model Context Protocol server for Pinecone - enables AI assistants to interact with Pinecone indexes and documentation

Databases~100%Vector Search
npm:@pinecone-database/mcp · local package6.7k/wkpublished 29 d ago
mcp-local-ragMCP serverMCP
by shinpr
Unknown

Local RAG MCP Server - Easy-to-setup document search with minimal configuration

Vector SearchModel Access
npm:mcp-local-rag · local package4.7k/wkpublished 14 h ago
chat-recallMCP serverMCP
by munhq
Unknown

One searchable history across every AI coding tool — indexes the sessions those tools already write, redacts secrets, then serves memory, secret scanning and code findings to your agent over MCP.

Agent MemoryVector Search~75%Team Chat~67%
npm:chat-recall · local package3.7k/wkpublished 3 d ago
← Previouspage 1 of 11Next →
Machine query
GET /api/v1/search?capability=data.vector-search&status=live
Aliases

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

Also in Data & Search
  • Web Search
  • Web Scraping
  • Databases
  • API Access
  • News & Feeds
  • Weather