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.

218 records15 liveRefine in search →
project-mcpMCP serverMCP
by pouyanafisi
Unknown

Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.

Code DocumentationDocumentation Lookup~100%Project ManagementVector Search~75%
npm:project-mcp · local package383/wkpublished 8 mo ago
ameva-mcp-hubMCP serverMCP
by uno-km
Unknown

AMEVA OS: Universal Polyglot WASM & AI Vector MCP Hub. Zero-Install Multi-Language Tool Runtime & Real-Time Dynamic Multi-Repo Subscription Engine.

Vector SearchCode Execution
npm:ameva-mcp-hub · local package363/wkpublished 10 d ago
@iceinvein/code-intelligence-mcpMCP serverMCP
by iceinvein
Unknown

Local code intelligence CLI with optional MCP compatibility

Vector Search~75%
npm:@iceinvein/code-intelligence-mcp · local package361/wkpublished 12 d ago
@whiteintel/mcp-serverMCP serverMCP
by hei33enberg
Unknown

Model Context Protocol server for WhiteIntel — corporate & offshore ownership intelligence. Look up companies, search entities (companies + people), screen sanctions, and trace ownership chains to the ultimate beneficial owner. Freemium: anonymous free ti

Payments~100%Knowledge Graphs~100%Vector Search~75%
npm:@whiteintel/mcp-server · local package361/wkpublished 13 d ago
veclineMCP serverMCP
by shunyagatha
Unknown

The measurable image + document toolkit for JavaScript. On flat art -- logos, icons, UI, screenshots, pixel art -- the SVG is bit-exact: SSIM 1.0000, zero differing pixels, verified by rendering it back. On photographs it leads potrace, imagetracerjs and

Document ConversionImage EditingBrowser AutomationWriting & Editing~66%Vector Search~64%
npm:vecline · local package343/wkpublished 14 d ago
vidlens-mcpMCP serverMCP
by thatsrajan
Unknown

VidLens MCP — 47 tools that turn online and local video into a queryable asset for AI agents.

Social MediaVector Search~75%
npm:vidlens-mcp · local package333/wkpublished 15 d ago
annolux-mcpMCP serverMCP
by eason_1319
Unknown

Official Model Context Protocol (MCP) server for Annolux — Curated English & Chinese Web Search for AI Agents with explicit fetched_at timestamps

Web SearchVector Search
npm:annolux-mcp · local package322/wkpublished 5 d ago
webpeelMCP serverMCP
by casas42
Unknown

The web data platform for AI agents — fetch, search, crawl, extract, monitor, screenshot. 55+ domain extractors, 65-98% token savings, MCP server included. One API call.

Data Extraction~100%Web ScrapingBrowser AutomationWeb SearchVector Search
npm:@iflow-mcp/jakeliume-webpeel · local package318/wkpublished 5 mo ago
@sensegrep/mcpMCP serverMCP
by Stahldavid
Unknown

MCP server exposing sensegrep's semantic + structural code search to AI agents, delivering smaller, more relevant context.

Vector Search~75%
npm:@sensegrep/mcp · local package312/wkpublished 20 d ago
@law-star-cn/lawstar-dsh-mcpMCP serverMCP
by law-star-cn
Unknown

DeepSeek Harness 插件:一键 API Key 接入法律之星 MCP(语义检索/法条调取/法规列表/批量识别/幻觉校验/批量引用) / One-click API Key connect to LawStar legal-data MCP for DeepSeek Harness

Contracts & LegalVector Search~75%
npm:@law-star-cn/lawstar-dsh-mcp · local package302/wkpublished 12 d ago
@cosmocoder/mcp-web-docsMCP serverMCP
by cosmocoder
Unknown

MCP server for crawling and indexing web documentation - works with any website

Code DocumentationVector SearchWeb ScrapingDocumentation Lookup~67%
npm:@cosmocoder/mcp-web-docs · local package297/wkpublished 3 d ago
novada-mcpMCP serverMCP
by tw260
Unknown

One MCP server for all web data. Search, scrape, crawl, proxy, and AI research in one install.

Web SearchWeb ScrapingVector SearchData Extraction~71%
npm:novada-mcp · local package289/wkpublished 10 d ago
@timmeck/brain-coreMCP serverMCP
by timmeck
Unknown

Shared core infrastructure for the Brain ecosystem — IPC, MCP, CLI, DB connection, and utilities

Markets & TradingVector SearchMarketing~69%Agent Memory~64%
npm:@timmeck/brain · local package263/wkpublished 6 mo ago
cogmemai-mcpMCP serverMCP
by hifriendbot
Unknown

CogmemAi: Autonomous Cognitive Memory for Any Ai System. 95.10% on LongMemEval (top published score on the field's hardest long-term memory benchmark) and 91% on LoCoMo (above human performance). Autonomous memory capture: your Ai's work is saved even whe

Agent MemoryKnowledge GraphsVector Search~75%Deep Web Research~69%Databases~62%
npm:cogmemai-mcp · local package254/wkpublished 20 d ago
@promptowl/contextnest-mcp-serverMCP serverMCP
by hirenpo
Unknown

MCP server for governed, versioned, AI-ready context — gives Claude, Cursor, Gemini, Copilot, and Windsurf access to structured knowledge bases

Vector Search
npm:@promptowl/contextnest-mcp-server · local package244/wkpublished 5 d ago
project-brainMCP serverMCP
by jcsoftdev
Unknown

Local-first MCP server that gives AI tools semantic memory of your codebase.

Vector Search
npm:project-brain · local package232/wkpublished 7 d ago
calibre-mcpMCP serverMCP
by caelum29
Unknown

The most capable Calibre MCP server — full read/write tool surface plus library- and book-scoped semantic search.

Vector Search~100%
npm:calibre-mcp · local package221/wkpublished 16 d ago
@robthepcguy/rag-vaultMCP serverMCP
by robthepcguy
Unknown

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

Vector SearchModel AccessSecrets Management~69%
npm:@robthepcguy/rag-vault · local package210/wkpublished 17 d ago
mcp-memory-graphMCP serverMCP
by YonasValentin
Unknown

Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.

Vector SearchNotes & DocsAgent MemoryKnowledge GraphsDatabases
npm:mcp-memory-graph · local package206/wkpublished 2 mo ago
mistral-mcpMCP serverMCP
by zoplop
Unknown

MCP server exposing Mistral AI capabilities over MCP: chat, embeddings, FIM, vision, OCR, audio, agents, moderation, classification, files, batch, workflows, sampling, prompts, resources, and Streamable HTTP.

Image UnderstandingVector SearchOCRWorkflow AutomationPrompt Management~79%
npm:mistral-mcp · local package202/wkpublished 4 mo ago
← Previouspage 4 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