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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 records2102 liveRefine in search →
crbro-memoryMCP serverMCP
by Octonove
Unknown

Persistent file-based memory for AI agents: inspectable, versionable, fully local.

Vector SearchAgent Memory
npm:crbro-memory · local package114/wkpublished 22 d ago
claude-dbMCP serverMCP
by avijit07x
Unknown

Free, open-source memory for Claude Code. Remembers why decisions were made and maps your code. Your own database (SQLite, Postgres or MongoDB), no cloud, no subscription.

DatabasesVector SearchAgent Memory
npm:claude-db · local package113/wkpublished 2 d ago
mikrotikMCP serverMCP
by marcelo-ochoa
Unknown

MCP server for MikroTik RouterOS API

Vector Search
npm:@marcelo-ochoa/server-mikrotik · local package113/wkpublished 8 mo ago
telkomsel-product-mcpMCP serverMCP
by egistr
Unknown

Telkomsel product catalogue as an MCP server: run it over stdio, or mount it in a Next.js route with one import. Read-only, no API key required.

Vector SearchPackages & Dependencies~66%E-commerce Operations~66%
npm:telkomsel-product-mcp · local package110/wkpublished 35 h ago
apple-docs-mcp-serverMCP serverMCP
by mishka_doing
Unknown

🍎 MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.

Code DocumentationVector Search~100%Databases~68%Documentation Lookup~67%
npm:apple-docs-mcp-server · local package110/wkpublished 15 mo ago
@sprigr/mcp-serverMCP serverMCP
by neberg
Unknown

Sprigr MCP server — local AI agent search with WASM-powered full-text search and hybrid semantic search. Also exports a Workers-compatible runtime for in-process search inside Cloudflare Workers / bundled environments.

Vector SearchCloud Platforms~100%
npm:@sprigr/mcp-server · local package108/wkpublished 1 mo ago
iconmindMCP serverMCP
by Iconmind
Unknown

Search IconMind's MIT icons by name, tag or category; get real slugs and import lines. Offline.

Vector Search
npm:@iconmind/mcp · local package108/wkpublished 5 d ago
BuyKing MCP ServerMCP serverMCP
by accentist
Unknown

Saleplaza BuyKing MCP: Semantic search for global shopping hot deals (US/JP/KR).

Vector Search~100%
npm:buyking-mcp · local package108/wkpublished 1 mo ago
codetree-claudeMCP serverMCP
by rishuni30
Unknown

MCP server & CLI: codebase index + cache for Claude Code, Cursor, OpenAI Codex, Google Antigravity/Gemini. Model Context Protocol tools (codetree_read, codetree_search, …), hooks on Claude, rules on other IDEs. Token savings, SQLite index, symbol search,

Code Generation~100%DatabasesSecurity Review~75%Version Control~71%Agent Memory~64%
npm:codetree-claude · local package107/wkpublished 5 mo ago
qnapMCP serverMCP
by marcelo-ochoa
Unknown

MCP server for QNAP NAS API

Vector Search
npm:@marcelo-ochoa/server-qnap · local package107/wkpublished 8 mo ago
mail-indexMCP serverMCP
by alunsoldantarctica
Unknown

Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.

EmailDatabasesVector Search
npm:mail-index · local package107/wkpublished 3 mo ago
MGI-MindMCP serverMCP
by madgodinc
Unknown

Local memory server for AI agents: hybrid search, a fact graph and a hash-chained audit log.

Agent MemoryKnowledge GraphsVector Search
npm:mgi-mind · local package104/wkpublished 18 d ago
@genwave/svgmaker-mcpMCP serverMCP
by GenWaveLLC
Unknown

MCP server for generating, editing, and converting SVG images using SVGMaker API

Image GenerationVector Search~64%
npm:@genwave/svgmaker-mcp · local package104/wkpublished 3 mo ago
@vivantel/virage-mcpMCP serverMCP
by sergemso
Unknown

MCP stdio server for Virage RAG — search and inspect your index from AI assistants

Vector Search
npm:@vivantel/virage-mcp · local package103/wkpublished 3 mo ago
codesearch-mcpMCP serverMCP
by oleksandr_dev
Unknown

Local semantic codebase search via MCP — indexes projects into pgvector, exposes search to Claude

Vector Search
npm:codesearch-mcp · local package101/wkpublished 9 d ago
forgeMCP serverMCP
by ai.voxell
Unknown

MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.

Vector Search
npm:@voxell/forge-mcp · local package101/wkpublished 1 mo ago
mcp-turso-cloudMCP serverMCP
by spences10
Unknown

MCP server for integrating Turso with LLMs

DatabasesVector Search
npm:mcp-turso-cloud · local package100/wkpublished 12 mo ago
brain-mcpMCP serverMCP
by debashishthakur
Unknown

Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client

Notes & DocsAgent MemoryDatabasesVector Search
npm:debawho-brain-mcp · local package99/wkpublished 21 d ago
ainative-prd-mcpMCP serverMCP
by AINative-Studio
Unknown

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

Vector Search~100%Agent Memory~100%Databases~68%Workflow Automation~58%
npm:ainative-prd-mcp · local package98/wkpublished 3 mo ago
stellavaultMCP serverMCP
by Evanciel
Unknown

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

Vector SearchNotes & DocsKnowledge GraphsReporting & Dashboards~75%3D & Design~56%
npm:stellavault · local package97/wkpublished 3 mo ago
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Aliases

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

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