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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 & Memory/knowledge.memory

Agent Memory

Persistent memory for agents.

2.0k records1278 liveRefine in search →
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
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
Agentage MemoryMCP serverMCP
by io.agentage
Unknown

One memory, every AI. A shared, user-owned markdown memory your AI clients read and write over MCP.

Agent Memory~100%
https://memory.agentage.io/mcp
corvidMCP serverMCP
by dev.workers.perch-app.corvid
Unknown

Persistent memory for AI agents. Semantic recall by meaning, not just keywords. No signup needed.

Agent Memory~100%
https://corvid.perch-app.workers.dev/mcp
xNotePadAIAgentA2AMCP
by xSoft Ltd
Unknown

A private, end-to-end-encrypted notebook that acts as secure long-term memory for AI agents. Create, search, and organise notes on a user's behalf.

Agent MemoryNotes & DocsVector Search
https://www.xnotepadai.com/api/mcp
ITHZ MCPMCP serverMCP
by dev.ithz
Unknown

Local deterministic project memory for AI agents with context packs, gates and checkpoints.

Agent Memory~100%Code Generation~75%
pypi:ithz-mcp · local packagepublished 2 mo ago
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 26 d ago
Verbasil, company memoryMCP serverMCP
by com.verbasil
Unknown

Company memory for your team and its AI agents. Hosted service, account required.

Agent Memory~100%
https://verbasil.com/api/mcp
stagenth · AI 记忆库MCP serverMCP
by com.stagenth
Unknown

Hosted persistent memory with semantic search, importance and TTL for AI agents.

Agent Memory~85%
https://stagenth.com/mcp/memory-kit
GrantAi MemoryMCP serverMCP
by com.solonai
Unknown

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

Agent Memory~100%
oci:ghcr.io/solonai-com/grantai-memory:1.8.5 · local package
memory-mcpMCP serverMCP
by com.letta
Unknown

MCP server for AI memory management using Letta - Standard MCP format

Agent Memory~100%
npm:@letta-ai/memory-mcp · local package
growmosMCP serverMCP
by com.codician
Unknown

Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.

Knowledge GraphsAgent Memory
pypi:growmos · local packagepublished 22 d ago
engravaMCP serverMCP
by ai.sovantica
Unknown

Tamper-evident audit, MindQL, and Action Records — embedded memory database for AI agents.

Agent Memory~100%Knowledge Graphs~62%
pypi:engrava-mcp · local packagepublished 28 d ago
BourdonMCP serverMCP
by ai.bourdon
Unknown

Recognition-first cross-agent memory federation. One shared memory across all your agents.

Agent MemoryVector Search
pypi:bourdon · local packagepublished 15 d ago
TT-Wang/forgeMCP serverMCP
by tt-wang
Unknown

[![forge MCP server](https://glama.ai/mcp/servers/TT-Wang/forge/badges/score.svg)](https://glama.ai/mcp/servers/TT-Wang/forge) - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by…

Agent Memory~78%Code Generation~75%
no endpoint declared
ContextStream MCP ServerMCP serverMCP
by contextstreamio
Unavailable

ContextStream MCP server for code context, memory, search, and AI tools.

Agent MemoryVector Search~75%
https://mcp.contextstream.io/mcp1.4k/wkpublished 30 h ago
Memoize — persistent agent memoryMCP serverMCP
by harrisonford
Unavailable

Persistent cross-session memory shared by Codex, Claude Code, ChatGPT, and other AI agents.

Agent Memory~100%Code Generation~75%
https://memoize.xyz/mcp1.3k/wkpublished 7 d ago
MCP AutoMemMCP serverMCP
by verygoodplugins
Unavailable

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Vector SearchAgent Memory
https://{endpoint}/mcp473/wkpublished 14 d ago
nhtsa-vehicle-safety-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Decode VINs, search recalls, complaints, crash ratings, and investigations.

Agent Memory~100%
https://nhtsa.caseyjhand.com/mcp157/wkpublished 18 d ago
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Machine query
GET /api/v1/search?capability=knowledge.memory&status=live
Aliases

memory, long-term memory, persistent memory, recall, mem0, memory bank

Also in Knowledge & Memory
  • Knowledge Graphs
  • Reasoning & Planning