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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 records2908 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
product-cliMCP serverMCP
by Hafeok
Unknown

Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.

Knowledge Graphs~84%
no endpoint declared
engramMCP serverMCP
by HBarefoot
Unknown

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Agent Memory~85%
npm:@hbarefoot/engram · local package
mwe-mcp — Memory Wiki EngineMCP serverMCP
by Fr4nZ82
Unknown

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

Notes & Docs~100%Agent Memory~100%
no endpoint declared
TempoGraphMCP serverMCP
by Elmoaid
Unknown

Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.

Knowledge Graphs~100%
pypi:tempograph · local packagepublished 7 mo ago
forensic-deepdiveMCP serverMCP
by Dhevenddra
Unknown

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

Knowledge Graphs~84%
pypi:forensic-deepdive · local packagepublished 3 mo ago
mcp-vl-msa-rsMCP serverMCP
by DioNanos
Unknown

Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.

Agent Memory~78%
no endpoint declared
mcp-memory-rsMCP serverMCP
by DioNanos
Unknown

Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.

Agent Memory~100%
no endpoint declared
mnemoMCP serverMCP
by DanceNitra
Unknown

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Agent Memory~78%
pypi:agora-mnemo · local package
seam-runtimeMCP serverMCP
by BlackhatShiftey
Unknown

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

Agent MemoryVector Search
pypi:seam-runtime · local packagepublished 4 mo ago
SchemaBrainMCP serverMCP
by Arun-kc
Unknown

The trust and intelligence layer between AI agents and your database.

DatabasesKnowledge Graphs
pypi:schemabrain · local packagepublished 5 mo ago
blast-scopeMCP serverMCP
by Atharva-Jayappa
Unknown

Contextual blast-radius scoring for shell commands an AI agent is about to run

Terminal & ShellKnowledge Graphs~62%
pypi:blast-scope · local packagepublished 3 mo ago
Memory KernelMCP serverMCP
by Artem362
Unknown

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

DatabasesAgent Memory
pypi:amormorri-memory-kernel · local packagepublished 5 mo ago
beever-atlasMCP serverMCP
by Beever-AI
Unknown

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

Knowledge Graphs~84%
oci:ghcr.io/beever-ai/beever-atlas:0.3.0 · local package
total-recallMCP serverMCP
by Avi-Bendetsky
Unknown

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

Agent Memory~100%
npm:@avi-total-recall/total-recall · local package
Grounded ReasoningMCP serverMCP
by ALEXaquarius
Unknown

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

Reasoning & Planning~77%
pypi:grounded-reasoning · local packagepublished 4 mo ago
central-intelligenceMCP serverMCP
by AlekseiMarchenko
Unknown

Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

Agent Memory~100%
npm:central-intelligence-mcp · local package
aidimagMCP serverMCP
by AiDimag
Unknown

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

Agent Memory~78%
npm:aidimag · local package
Java All Call Graph ServerMCP serverMCP
by Adrninistrator
Unknown

MCP server for Java call graph generation, static analysis, method chains & config management

Knowledge Graphs~100%
no endpoint declared
Session ForgeMCP serverMCP
by 420247jake
Unknown

Persistent memory and session intelligence for AI coding assistants. Zero config.

Agent Memory~85%
npm:session-forge · local package
DocmancerMCP serverMCP
by dev.docmancer
Unknown

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Code DocumentationAgent MemoryVector SearchCode Generation~75%
pypi:docmancer · local packagepublished 3 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory