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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.v0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

356 records58 liveRefine in search →
@swarmdo/cliMCP serverMCP
by swarmdo-admin
Unknown

Swarmdo 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:@swarmdo/cli · local package38/wkpublished 1 mo ago
venice-mcpMCP serverMCP
by glitchenstein
Unknown

MCP server for Venice AI - chat, images, TTS, embeddings, and account management

Image GenerationSpeech SynthesisVector Search
npm:venice-mcp · local package37/wkpublished 9 mo ago
nan-mcp-serverMCP serverMCP
by luciferfran
Unknown

MCP server exposing NaN API tools: image generation/editing (flux-2-klein), TTS (kokoro), STT (whisper), embeddings and rerank

Image GenerationSpeech RecognitionVector SearchSpeech Synthesis
npm:nan-mcp-server · local package36/wkpublished 18 h ago
@mempalace/coreMCP serverMCP
by adshaa
Unknown

Native TypeScript AI memory system and MCP server (Zero-LLM, LanceDB)

Vector SearchAgent MemoryKnowledge GraphsDatabases~68%
npm:@mempalace/core · local package35/wkpublished 5 mo ago
aimem-mcpMCP serverMCP
by yogesh-joshi
Unknown

Local-first, project-scoped MCP memory server for AI coding assistants.

Code Generation~100%Vector SearchAgent MemoryDatabases
npm:aimem-mcp · local package34/wkpublished 4 d ago
lean-agenticMCP serverMCP
by ruvnet
Unknown

High-performance WebAssembly theorem prover with dependent types, hash-consing (150x faster), Ed25519 proof signatures, MCP support for Claude Code, AgentDB vector search, episodic memory, and ReasoningBank learning. Formal verification with cryptographic

Browser AutomationAgent Memory~100%Vector SearchReasoning & Planning~69%Databases~68%
npm:lean-agentic · local package34/wkpublished 11 mo ago
@rag-forge/mcpMCP serverMCP
by hgrayai
Unknown

MCP server exposing RAG-Forge pipeline operations as agent-callable tools

Vector Search
npm:@rag-forge/mcp · local package32/wkpublished 5 mo ago
memory-forgeAgent
by shelby-ai
Unknown

Forge persistent memories for your AI agent. 9 MCP tools + 5 auto-engines. Powered by Shelby decentralized cloud.

Vector SearchAgent Memory
npm:memory-forge · local package31/wkpublished 2 mo ago
kontexta-mcpMCP serverMCP
by safiyu
Unknown

The local Brain and Hands for AI coding agents (MCP Server)

Vector Search
npm:kontexta-mcp · local package31/wkpublished 5 h ago
@yiong/mcp-chinese-rag-toolkitMCP serverMCP
by yiongq
Unknown

Reusable MCP server + Chinese RAG pipeline toolkit (factory + Tool builder + error envelope + eval framework) for building internal and third-party MCP servers in TypeScript.

Vector Search
npm:@yiong/mcp-chinese-rag-toolkit · local package31/wkpublished 29 d ago
ruvnet-kb-firstMCP serverMCP
by isovisionai
Unknown

RuvNet KB-First Application Builder - Build intelligent applications on expert knowledge

Vector SearchKnowledge Graphs~62%
npm:ruvnet-kb-first · local package31/wkpublished 8 mo ago
@codai/cbdMCP serverMCP
by dragoscatalin
Unknown

Codai Better Database - High-Performance Vector Memory System with HPKV-inspired architecture and MCP server

DatabasesVector SearchAgent Memory
npm:@codai/cbd · local package31/wkpublished 13 mo ago
@raevon/mcp-local-ragMCP serverMCP
by raevon
Unknown

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

Vector SearchModel Access
npm:mcp-local-rag · local package30/wkpublished 2 mo ago
strata-mcp-serverMCP serverMCP
by agenerationforwordz
Unknown

Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

Vector SearchAgent Memory~100%Databases
npm:strata-mcp-server · local package30/wkpublished 5 mo ago
code-graph-contextMCP serverMCP
by drewhcodes
Unknown

MCP server that builds code graphs to provide rich context to LLMs

Vector SearchKnowledge GraphsDatabases~68%
npm:code-graph-context · local package29/wkpublished 4 mo ago
src-mcpMCP serverMCP
by kvnpetit
Unknown

MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP

Vector SearchVersion Control~71%
npm:src-mcp · local package28/wkpublished 8 mo ago
@ngotaico/mcp-codebase-indexMCP serverMCP
by ngotaico
Unknown

MCP server for AI-powered codebase indexing with auto-save checkpoints, incremental updates, real-time progress tracking, and index verification tools

Vector Search
npm:@ngotaico/mcp-codebase-index · local package28/wkpublished 10 mo ago
pkgdietMCP serverMCP
by omtajne
Unknown

Put your node_modules on a diet — find unused dependencies, analyze package health, and reduce size

Packages & Dependencies~100%Vector Search
npm:pkgdiet · local package27/wkpublished 4 d ago
@noelclaw/mcpMCP serverMCP
by noelclaw
Unknown

The runtime layer for Agentic AI. 121 MCP tools: persistent memory, autonomous agents, vault storage, scheduled workflows, DeFi on Base (base_mcp_*), Robinhood Chain tokenized stocks and arbitrary crypto with V3/V4 smart routing (rh_*), live market data,

Terminal & Shell~100%Agent Memory~100%Knowledge GraphsMarkets & TradingSecrets Management
npm:@noelclaw/mcp · local package26/wkpublished 2 mo ago
ghcp-cli-vector-memory-mcpMCP serverMCP
by BrainSlugs83
Unknown

MCP server that gives GitHub Copilot CLI persistent long-term memory via local semantic vector search. Install: npx -y ghcp-cli-vector-memory-mcp

Vector SearchVersion Control~100%Agent MemoryDatabases
npm:ghcp-cli-vector-memory-mcp · local package25/wkpublished 5 mo ago
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Aliases

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

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