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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 records2900 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
MazarbulMCP serverMCP
by mo-cmyk
Unknown

Local-first memory for AI agents: entities, facts, relations and documents with semantic recall.

Agent Memory~78%
no endpoint declared
ChimeraForgeMCP serverMCP
by Sahil170595
Unknown

Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance

CI/CD & DeployEvaluation & BenchmarksReasoning & Planning~68%
pypi:chimeraforge · local packagepublished 7 d ago
tacitus-mcp-serverMCP serverMCP
by ionasrobert
Unknown

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

Agent Memory~85%
npm:@dashiro/tacitus-mcp-server · local package
phpgraphMCP serverMCP
by hbenabdallah
Unknown

Knowledge graph of a PHP codebase by static analysis: calls, routes, buses, layers, impact

Knowledge Graphs~84%
oci:ghcr.io/hbenabdallah/phpgraph:1.3.1 · local package
CPersonaMCP serverMCP
by Cloto-dev
Unknown

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

Vector SearchAgent Memory
pypi:cpersona · local packagepublished 7 d ago
compound-memoryMCP serverMCP
by chinwe
Unknown

Local-first shared memory for multiple AI agents that compounds with use; Markdown + git, MCP + CLI.

Agent Memory~100%
pypi:compound-memory · local packagepublished 10 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 10 d ago
CogZMCP serverMCP
by balaianu
Unknown

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

Agent Memory~85%
oci:ghcr.io/balaianu/cogz:0.5.8 · local package
getorderabilityMCP serverMCP
by getorderability.ai
Unknown

MCP door of the Capital Markets Knowledge Graph reached from getorderability.ai: six read-only tools, public-record only, no auth, served in the issuer's own jurisdiction.

Knowledge Graphs~84%
no endpoint declared
Port 402 MemoryMCP serverMCP
by Tifdt
Unknown

Memory, inbox and alarm clock for AI agents, paid per call in USDC on Base (x402). No API key.

Agent Memory~100%
no endpoint declared
SurStor MemoryMCP serverMCP
by SurStor
Unknown

Local memory for AI models: store, retrieve and verify records on your own hardware.

Agent Memory~100%
oci:ghcr.io/surstor/surstor-memory:0.2.0-alpha.3-mcp.1 · local package
knowmindMCP serverMCP
by Schubeler-Consulting
Unknown

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

Knowledge Graphs~84%Agent Memory~78%
npm:knowmind · local package
RecallMCP serverMCP
by Polign
Unknown

Agent memory that keeps every correction, with history and as-of reads. Runs on your database.

Agent Memory~100%
no endpoint declared
codeagent-memoryMCP serverMCP
by HanochZhu
Unknown

Local code graph and solution memory for coding agents via CLI and MCP.

Agent Memory~100%
oci:ghcr.io/hanochzhu/codeagent-memory:0.1.3 · local package
MemoryPilotMCP serverMCP
by com.soflution
Unknown

Long-term memory for AI agents: fast recall, project brains and skills, local, in one binary.

Agent Memory~100%
no endpoint declared
Total Agent MemoryMCP serverMCP
by vbcherepanov
Unknown

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

Agent MemoryKnowledge Graphs~84%
pypi:total-agent-memory · local packagepublished 10 d ago
Memory OS AIMCP serverMCP
by romainsantoli-web
Unknown

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Agent MemoryVector Search~75%
pypi:memory-os-ai · local packagepublished 8 d ago
frugal-memoryMCP serverMCP
by komakeule57-maker
Unknown

Memory for AI assistants in one SQLite file: full-text search, no vectors, no embeddings.

DatabasesAgent MemoryVector Search~83%
pypi:frugal-memory · local packagepublished 10 d ago
heropen — AI Agent MemoryMCP serverMCP
by net.heropen
Unknown

Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.

Agent Memory~100%
pypi:heropen · local packagepublished 11 d ago
th-memory-mcpMCP serverMCP
by worakorn-prince
Unknown

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

Agent Memory~100%
npm:th-memory-mcp · local package
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Aliases

knowledge, memory