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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/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

1.5k records270 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
metabrainMCP serverMCP
by ariaxhan
Unknown

MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

DatabasesAgent MemoryAgent Orchestration
pypi:metabrain · local packagepublished 12 d ago
memory-arbiter-mcpMCP serverMCP
by billy12151
Unknown

Local MCP memory with evidence-based recall and advisory conflict notices.

Agent Memory~100%
pypi:memory-arbiter-mcp · local packagepublished 3 d ago
mcp-mementoMCP serverMCP
by annibale-x
Unknown

An MCP server that provides persistent memory and context management across sessions

Agent Memory
pypi:mcp-memento · local packagepublished 5 mo ago
Facebook PublisherMCP serverMCP
by anthonyjbolo
Unknown

Safe Facebook Pages publishing with brand-voice, image-required & anti-duplication checks.

Social Media~75%Knowledge Graphs~62%
pypi:mcp-fb-publisher · local packagepublished 4 mo ago
GrafyxMCP serverMCP
by bilal07karadeniz
Unknown

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

Knowledge Graphs
pypi:grafyx-mcp · local packagepublished 1 mo ago
conductor-graph-mcpMCP serverMCP
by base76-research-lab
Unknown

Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.

Knowledge Graphs
pypi:conductor-graph-mcp · local packagepublished 6 mo ago
cognos-session-memoryMCP serverMCP
by base76-research-lab
Unknown

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

Agent Memory~100%
pypi:cognos-session-memory-mcp · local packagepublished 6 mo ago
BilincMCP serverMCP
by atakanelik34
Unknown

Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.

Agent Memory~100%
pypi:bilinc · local packagepublished 27 d ago
basic-memoryMCP serverMCP
by basicmachines-co
Unknown

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Agent Memory~71%
pypi:basic-memory · local packagepublished 13 d ago
AttestariMCP serverMCP
by attestari
Unknown

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

Agent MemoryKnowledge GraphsVector Search
pypi:attestari · local packagepublished 26 d ago
memoirMCP serverMCP
by bighippoman
Unknown

Structured session journals for AI agents. Persistent memory across sessions.

Agent Memory~85%
npm:memoir-mcp · local package
project-knowledge-mcpMCP serverMCP
by batook22
Unknown

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

Knowledge Graphs~84%
npm:project-knowledge-mcp · local package
memexMCP serverMCP
by ayushagrawal288
Unknown

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Agent Memory~85%
oci:ghcr.io/ayushagrawal288/memex:v0.1.0 · local package
nativMCP serverMCP
by ashish-nativ
Unknown

AI-powered localization — translate, manage translation memory, and access style guides.

TranslationLocalizationAgent Memory~100%
pypi:nativ-mcp · local packagepublished 1 mo ago
LeteoMCP serverMCP
by asanabrial
Unknown

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

Agent Memory~85%Databases~80%
npm:@asanabrial/leteo · local package
GrayMatterMCP serverMCP
by angelnicolasc
Unknown

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

Knowledge Graphs~84%
no endpoint declared
Vortx AIAgentA2A
by Vortx AI Private Limited
Unknown

Spatial AI lab; maker and maintainer of the emem protocol. The architecture is an encoder and a decoder: satellites and detectors encode the world into signed, content-addressed tokens (nine shapes: emem:fact:, emem:cell:, emem:entity:, emem:bundle:, emem:raster:, emem:cube:, emem:rasterset:, emem:…

Agent MemoryTravel & Booking
https://vortx.ai
ZikkaronMCP serverMCP
by amanhij
Unknown

Biologically-inspired persistent memory engine for Claude Code MCP agents

Agent MemoryKnowledge Graphs
pypi:zikkaron · local packagepublished 5 mo ago
TalamusMCP serverMCP
by ampres-ai
Unknown

Local-first, source-grounded memory that survives AI agent sessions.

Agent Memory~100%Knowledge GraphsVector Search
pypi:talamus · local packagepublished 14 d ago
SuperMemoryMCP serverMCP
by YashvantHange
Unknown

MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.

Agent Memory~64%
pypi:supermemory-agent · local packagepublished 3 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory