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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.

3.3k records1630 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
knowledge-mcpMCP serverMCP
by fulminate-io
Unknown

Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.

Agent Memory~85%
no endpoint declared
flyto-indexerMCP serverMCP
by ChesterHsu
Unknown

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

Knowledge Graphs~100%Code Generation~75%
pypi:flyto-indexer · local packagepublished 1 mo ago
Nuzo MemoryMCP serverMCP
by fabionfsc
Unknown

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

Agent Memory~100%
npm:@nuzo/memory-mcp · local package
vanguard-memory-nodeMCP serverMCP
by ezumba
Unknown

Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.

Agent Memory~100%
npm:@lnes/vanguard-memory-node · local package
Memory FabricMCP serverMCP
by elViRafa
Unknown

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

Agent Memory~100%
pypi:memory-fabric · local packagepublished 5 d ago
memexMCP serverMCP
by dioniipereyraa
Unknown

One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.

Vector SearchAgent MemoryDatabases
pypi:memex-chats · local packagepublished 2 mo ago
Lians Agent MemoryMCP serverMCP
by ebeirne
Unknown

Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

Agent Memory~100%
pypi:lians-sdk · local packagepublished 1 mo ago
elephiaMCP serverMCP
by elephia
Unknown

Git for your AI's context: local-first, deterministic memory over MCP. An elephant never forgets.

Agent Memory
pypi:elephia · local packagepublished 3 mo ago
dagpipeMCP serverMCP
by devilsfave
Unknown

Crash-proof LLM pipelines. Resumes from failure without a database.

CI/CD & DeployCRM & Sales~100%Agent OrchestrationKnowledge Graphs~62%
pypi:dagpipe-core · local packagepublished 6 mo ago
agent-immuneMCP serverMCP
by denial-web
Unknown

AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

Agent Memory~100%Prompt Management~100%
pypi:agent-immune · local packagepublished 5 mo ago
america-law-graphMCP serverMCP
by edgardomunoznajar
Unknown

Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP.

Knowledge Graphs~100%
npm:america-law-graph · local package
delx-memoryMCP serverMCP
by davidmosiah
Unknown

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

Agent Memory~100%
npm:delx-memory · local package
Knowledge Graph RDBMSMCP serverMCP
by cunicopia-dev
Unknown

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

DatabasesKnowledge Graphs
pypi:knowledge-graph-rdbms · local packagepublished 3 mo ago
cruxible-coreMCP serverMCP
by cruxible-ai
Unknown

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

Invoice ProcessingKnowledge Graphs
pypi:cruxible-core · local packagepublished 6 mo ago
graph-atlas-mcpMCP serverMCP
by darrenjrobinson
Unknown

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Knowledge Graphs~100%
npm:graph-atlas-mcp · local package
VelesDB MemoryMCP serverMCP
by cyberlife-coder
Unknown

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Agent Memory~100%
no endpoint declared
Verified Repo MemoryMCP serverMCP
by cognitivemyriad
Unknown

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

Agent Memory~100%
npm:@cognitivemyriad/vrm-local · local package
memwrightMCP serverMCP
by bolnet
Unknown

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

DatabasesAgent MemoryKnowledge GraphsAgent Orchestration
pypi:memwright · local packagepublished 5 mo ago
AttestorMCP serverMCP
by bolnet
Unknown

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases
pypi:attestor · local packagepublished 4 mo ago
recallMCP serverMCP
by com.clauderecall
Unknown

Persistent memory for Claude Code. Search, recall, and re-inject context from any session.

Agent Memory~100%
npm:@clauderecallhq/cli · local package
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Aliases

knowledge, memory