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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/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

5.4k records2892 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
zvec-mcpMCP server
by cluster2600
Unknown

Claude Code MCP server for RAG and memory powered by zvec

Vector SearchAgent MemoryDatabases~68%
pypi:zvec-mcp · local packagepublished 8 mo ago
z3rno-mcpMCP server
Unknown

MCP server exposing z3rno's persistent memory engine (store/recall/forget/audit) as tools for LLM agents.

Agent Memory~100%
pypi:z3rno-mcp · local packagepublished 2 mo ago
yomemoai-mcpMCP server
Unknown

Model Context Protocol (MCP) server for YoMemoAI - enables AI assistants to save and retrieve encrypted memories

Agent Memory
pypi:yomemoai-mcp · local packagepublished 9 mo ago
SMRITI MemoryMCP serverMCP
by smriti-memcore
Unknown

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Agent MemoryKnowledge GraphsVector Search
pypi:smriti-memcore · local packagepublished 3 d ago
AlphaFold Sovereign MCPMCP serverMCP
by smaniches
Unknown

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

Knowledge Graphs
pypi:alphafold-sovereign-mcp · local packagepublished 4 d ago
yantrikdb-mcpMCP serverMCP
by yantrikos
Unknown

Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection

DatabasesVector SearchAgent Memory~100%Knowledge Graphs
pypi:yantrikdb-mcp · local packagepublished 2 mo ago
wquestions-mcpMCP server
by Jose Abanto Marin
Unknown

Model any domain in 7 questions — a WQuestions MCP server.

Knowledge Graphs
pypi:wquestions-mcp · local packagepublished 4 mo ago
world-model-mcpMCP serverMCP
by SaravananJaichandar
Unknown

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Knowledge Graphs
pypi:world-model-mcp · local packagepublished 2 mo ago
work-memory-mcpMCP server
Unknown

Local-first, cross-project development memory layer

Agent MemoryDatabases
pypi:work-memory-mcp · local packagepublished 8 mo ago
woodpecker-mcpMCP server
by Soumya
Unknown

MCP server that gives an LLM agent (e.g. HolmesGPT) a materialized, queryable service dependency graph in a graph database - deterministic root-cause (deepest failing service), blast radius, and observability blind-spot detection.

Monitoring & ObservabilityCloud PlatformsKnowledge Graphs~100%
pypi:woodpecker-mcp · local packagepublished 4 mo ago
whetstone-mcpMCP server
Unknown

A local MCP server that lets any skill learn from use.

Agent Memory
pypi:whetstone-mcp · local packagepublished 4 mo ago
robo-cortexMCP serverMCP
by robotel-limited
Unknown

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

Agent MemoryVersion ControlDatabases
pypi:robo-cortex · local packagepublished 3 d ago
webify-mcpMCP server
Unknown

Adaptive web research for AI coding agents — 91% of Deep Research quality at 5% cost

Knowledge GraphsDeep Web Research
pypi:webify-mcp · local packagepublished 4 mo ago
WARMMCP serverMCP
by writerslogic
Unknown

Local persistent memory for AI agents with recall, search, forgetting, and encrypted storage.

Agent Memory
npm:writerslogic-warm-mcp · local packagepublished 8 d ago
Waggle-mcpMCP serverMCP
by Abhigyan-Shekhar
Unknown

Persistent graph-backed conversational memory for AI agents.

Agent MemoryKnowledge Graphs
pypi:waggle-mcp · local packagepublished 6 mo ago
w3-mcp-server-falkordbMCP server
Unknown

MCP server for graph database operations with FalkorDB

DatabasesKnowledge Graphs~100%
pypi:w3-mcp-server-falkordb · local packagepublished 7 mo ago
veritasgraphMCP serverMCP
by bibinprathap
Unknown

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

Knowledge GraphsVector Search
pypi:veritasgraph-mcp · local packagepublished 4 mo ago
verifiable-memoryMCP serverMCP
by Mars-proj
Unknown

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

Agent MemoryKnowledge GraphsVector Search
pypi:verifiable-memory-mcp · local packagepublished 5 mo ago
vector-memory-mcpMCP server
Unknown

A secure, vector-based memory server for Claude Desktop using sqlite-vec and sentence-transformers

DatabasesVector SearchAgent Memory~100%
pypi:vector-memory-mcp · local packagepublished 9 mo ago
vector-knowledge-graph-mcpMCP serverMCP
by CSOAI-ORG
Unknown

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

Vector SearchKnowledge Graphs
pypi:vector-knowledge-graph-mcp · local packagepublished 5 mo ago
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Aliases

knowledge, memory