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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.

3.2k records1630 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
mcp-serverMCP serverMCP
by GabrielaHdzMicrosoft
Unknown

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Knowledge Graphs~84%
npm:visual-memory-context-server · local package
Ratary Memory MCPMCP serverMCP
by ontorata
Unknown

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

Agent Memory~100%
npm:@ratary/mcp-server · local package
kgMCP serverMCP
by nnar1o
Unknown

Local knowledge graph memory MCP server for AI assistants.

Knowledge Graphs~84%
no endpoint declared
neo4j-mcp-canaryMCP serverMCP
by neo4j-labs
Unknown

Neo4j MCP Canary — The canary goes first so the rest of us know what's coming

Knowledge Graphs
pypi:neo4j-mcp-canary · local packagepublished 22 d ago
better-code-review-graphMCP serverMCP
by n24q02m
Unknown

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

Code Review~100%Knowledge Graphs
pypi:better-code-review-graph · local packagepublished 8 d ago
casemgr-mcpMCP serverMCP
by mstang
Unknown

Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search.

Agent Memory~85%
npm:casemgr-mcp · local package
ContextDB MemoryMCP serverMCP
by mikhailbovt
Unknown

Local-first durable AI memory with policy-bound recall and a typed project graph.

Agent Memory~100%
no endpoint declared
ProcheironMCP serverMCP
by logotheusneuro-cpu
Unknown

Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.

Agent Memory~100%Agent Orchestration
pypi:procheiron · local packagepublished 1 mo ago
longmemMCP serverMCP
by marerem
Unknown

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

Vector SearchAgent Memory
pypi:longmem · local packagepublished 5 mo ago
gppMCP serverMCP
by mahabubul470
Unknown

Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

Knowledge Graphs~84%
no endpoint declared
mismemMCP serverMCP
by lucasmella-stack
Unknown

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

Agent Memory~85%
npm:@lucasmella/mismem · local package
understand-quicklyMCP serverMCP
by looptech-ai
Unknown

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

Knowledge Graphs~84%
npm:@looptech-ai/understand-quickly-mcp · local package
author-mcp-serverMCP serverMCP
by litheonhq
Unknown

Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.

Agent Memory~78%
npm:@seizn/author-mcp-server · local package
Hex GraphMCP serverMCP
by levnikolaevich
Unknown

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

Knowledge Graphs~100%
npm:@levnikolaevich/hex-graph-mcp · local package
wikimothMCP serverMCP
by juliangeymonat-jpg
Unknown

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

Agent MemoryVector Search
npm:wikimoth-mcp · local packagepublished 2 mo ago
lensprMCP serverMCP
by kyrylopr
Unknown

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

Knowledge GraphsRefactoring
pypi:lenspr · local packagepublished 7 mo ago
FirekeepMCP serverMCP
by kapella-hub
Unknown

Self-hosted operating layer for AI agents: knowledge, continuity, coordination, and governance.

Agent Orchestration~100%Agent Memory~64%
pypi:firekeep-client · local packagepublished 7 d ago
code-memoryMCP serverMCP
by kapillamba4
Unknown

Local semantic code search with Git history. Works offline, no API key needed.

Agent Memory~71%
pypi:code-memory · local packagepublished 4 mo ago
KIPMCP serverMCP
by ldclabs
Unknown

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

Knowledge Graphs~84%
npm:@ldclabs/kip-mcp-server · local package
memharnessMCP serverMCP
by las7
Unknown

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

Agent Memory~85%
npm:@memharness/mcp · local package
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory