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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.

5.5k records2875 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
vantage-peers-mcpMCP serverMCP
by elpivantage
Unknown

MCP server for VantagePeers — shared memory, messaging, and task coordination for AI agent teams

Vector SearchAgent MemoryAgent OrchestrationTasks & To-do
npm:vantage-peers-mcp · local package259/wkpublished 1 mo ago
@stackmemoryai/stackmemoryMCP serverMCP
by jonathanpeterwu
Unknown

Lossless, project-scoped memory for AI coding tools. Durable context across sessions with MCP tools, FTS5 search, cloud sync, trace optimization, Claude/Codex/OpenCode/Gemini wrappers, skill packs, and automatic hooks.

Agent MemoryAgent OrchestrationDatabasesProject ManagementCode Generation~75%
npm:@stackmemoryai/stackmemory · local package256/wkpublished 4 mo ago
think-and-shipMCP serverMCP
by AlrikOlson
Unknown

Unified MCP server for AI agents: reasoning (think_*), execution (ship_*), roadmap + signals — one binary, four tool families.

Reasoning & PlanningCode Execution
npm:think-and-ship · local package256/wkpublished 2 mo ago
ThumbGateMCP serverMCP
by IgorGanapolsky
Unknown

Pre-action gates that block AI agents from repeating known mistakes.

CI/CD & Deploy~68%CRM & Sales~68%Agent Memory~64%
npm:thumbgate · local package254/wkpublished 30 h ago
@totalreclaw/totalreclawAgent
by p-diogo
Unknown

End-to-end encrypted, agent-portable memory for OpenClaw and any LLM-agent runtime. XChaCha20-Poly1305 with protobuf v4 + on-chain Memory Taxonomy v1 (claim / preference / directive / commitment / episode / summary).

Agent MemoryVector Search~75%Testing~58%
npm:@totalreclaw/totalreclaw · local package253/wkpublished 2 mo ago
Visual Memory MCPMCP serverMCP
by putervision
Unknown

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.

Agent Memory~100%Vector SearchTesting~66%Image Understanding~64%
npm:@putervision/vision-memory-mcp · local package252/wkpublished 28 d ago
@voybio/ace-swarmMCP serverMCP
by vedatonuryilmaz
Unknown

MCP server and CLI that gives Claude Code, Codex, Cursor and Copilot durable workspace memory, resumable goals and multi-agent handoffs, with local-model support for Ollama and llama.cpp.

Agent Memory~100%Agent OrchestrationCode Generation~75%
npm:@voybio/ace-swarm · local package252/wkpublished 13 d ago
@lovedolove/dsh-codebase-memory-mcpMCP serverMCP
by LoveDoLove
Unknown

Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, snippets, architecture, call-path tracing, and auto-started graph visualization UI.

Agent Memory~100%Knowledge Graphs
npm:@lovedolove/dsh-codebase-memory-mcp · local package251/wkpublished 1 mo ago
kbb-mcp-relayMCP serverMCP
by inforapid
Unknown

MCP relay for InfoRapid KnowledgeBase Builder

Knowledge Graphs
npm:kbb-mcp-relay · local package250/wkpublished 29 d ago
lithtrixMCP serverMCP
by lithtrix
Unknown

Identity, memory, trust, and swarm MCP tools for AI agents. Free MIRC + free floors at lithtrix.ai.

Agent MemoryBrowser Automation~66%
npm:lithtrix-mcp · local package249/wkpublished 1 mo ago
brindleyMCP serverMCP
by duckAsteroid
Unknown

Design fully before anyone digs — in-repo Markdown initiatives for AI-agent workflows, plus an MCP server

Reasoning & Planning
npm:brindley · local package249/wkpublished 6 d ago
isobarMCP serverMCP
by syed_huzaifa321
Unknown

See where the pressure builds in your code: interactive, framework-aware maps of any codebase, an MCP server for Claude and other agents, plus agent-ready graph.json and AGENTS.md (successor to codegraph).

RefactoringKnowledge Graphs~100%Security Review~75%Reporting & Dashboards~75%
npm:isobar · local package249/wkpublished 14 d ago
@limccn/longstoneMCP serverMCP
by limccn
Unknown

Sovereign agent-memory client: MCP server and CLI that sign locally and anchor memories on an Ethereum chain.

Agent MemoryMarkets & Trading
npm:@limccn/longstone · local package247/wkpublished 10 d ago
@adminforth/connector-postgresAgent
by vanbrosh
Unknown

AI agent plugin for AdminForth with tool-based workflows and persistent chat sessions

Team Chat~97%Databases~75%Agent Memory~64%
npm:@adminforth/connector-postgres · local package247/wkpublished 18 d ago
@flowslens/cliMCP serverMCP
by kishan-jaiswar
Unknown

Trace any user action from the UI to the database. Maps every click through React/Next.js, NestJS/Express, Prisma, Mongoose and the MongoDB driver, flowcharts its decisions, explains the database schema in plain words, shows what a change breaks, finds de

Code Review~100%Reporting & DashboardsRefactoringCI/CD & DeployDatabases~81%
npm:@flowslens/cli · local package247/wkpublished 14 d ago
graphxMCP serverMCP
by tmikeladze
Unknown

Temporal GraphRAG on libSQL/SQLite, Postgres, or DuckDB — typed schema, bitemporal graph, vector + FTS retrieval, a served HTTP API, React Query hooks, and an MCP server

DatabasesVector SearchAPI AccessKnowledge Graphs
npm:graphx · local package247/wkpublished 13 d ago
@twigg/n8n-nodes-twiggAgent
by Twigg-AI-Ltd
Unknown

Twigg for n8n AI agents: an AI agent and a Chat Model node with server-side conversation memory, context management and any model, with no Memory node

Agent MemoryWorkflow Automation~100%Team Chat~97%Packages & Dependencies~66%
npm:@twigg/n8n-nodes-twigg · local package244/wkpublished 9 d ago
mcpgraphMCP serverMCP
by bobdickinson
Unknown

MCP server that executes directed graphs of MCP server calls

Knowledge GraphsAgent Orchestration
npm:mcpgraph · local package244/wkpublished 10 mo ago
memory-leanMCP serverMCP
by zamansheikh
Unknown

Token-lean memory for AI agents: a knowledge graph searched cheaply. Drop-in for server-memory.

Agent MemoryKnowledge Graphs
npm:memory-lean · local package243/wkpublished 21 d ago
@repomem/memoryMCP serverMCP
by nicorickert
Unknown

Your repo's memory, available to every AI tool your team uses. A local MCP server that turns a memory/ folder into searchable shared context.

Agent Memory
npm:@repomem/memory · local package243/wkpublished 13 d ago
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Aliases

knowledge, memory