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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.

2.8k records1590 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
@floriscornel/teams-mcpMCP serverMCP
by floriscornel
Unknown

MCP server for Microsoft Graph Teams integration

Team ChatKnowledge Graphs~100%
npm:@floriscornel/teams-mcp · local package1.4k/wkpublished 5 mo ago
KLYPIX Project BrainMCP serverMCP
by dahshanlabs
Unknown

Active state management for multi-agent coding: a shared, versioned project brain over MCP.

Agent OrchestrationCode Generation~75%Agent Memory~64%
npm:klypix-mcp · local package1.3k/wkpublished 3 d ago
whimsicality-dbMCP serverMCP
by whimiscalitylabs
Unknown

SQLite-backed MCP server with FTS5 full-text search for truly infinite agent context. Session tracking, event logging, and paged retrieval for long-horizon tasks.

DatabasesAgent Memory
npm:whimsicality-db · local package1.3k/wkpublished 12 d ago
Memoize — persistent agent memoryMCP serverMCP
by harrisonford
Unknown

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
@melandlabs/memory-storeMCP serverMCP
by nora-lazai-xyz
Unknown

OpenContext memory storage + search SDK with HTTP and MCP server entry points.

Agent MemoryE-commerce Operations~69%
npm:@melandlabs/memory-store · local package1.3k/wkpublished 7 d ago
plurMCP serverMCP
by plur-ai
Unknown

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.

Agent Memory
npm:@plur-ai/mcp · local package1.2k/wkpublished 7 d ago
natureco-cliAgent
by natureco2
Unknown

Terminal-native AI agent CLI with bilingual TR/EN UI, multi-agent orchestration, persistent memory, secure tools and messaging integrations.

Terminal & ShellSMS & Voice~100%Agent OrchestrationSEOAgent Memory~85%
npm:natureco-cli · local package1.2k/wkpublished 6 d ago
subgraph-registry-mcpMCP serverMCP
by PaulieB14
Unknown

Discover and query 15,500+ classified subgraphs on The Graph Network

Markets & TradingKnowledge Graphs~100%
npm:subgraph-registry-mcp · local package1.2k/wkpublished 6 d ago
OutlookMCP serverMCP
by mcp-z
Unknown

Outlook integration with OAuth, message search, batch operations, and calendar management

EmailCalendar & SchedulingIdentity & AccessAPI AccessKnowledge Graphs~62%
npm:@mcp-z/mcp-outlook · local package1.2k/wkpublished 23 h ago
oh-memos-mcpMCP serverMCP
by xigou
Unknown

MCP Server for oh-memos — Intelligent Memory Management (Node.js, no Python required)

Agent MemoryKnowledge Graphs
npm:oh-memos-mcp · local package1.2k/wkpublished 11 d ago
mcp-serverMCP serverMCP
by pathmodeio
Unknown

Deterministic intent preflight before your agent builds: six gates, keyless, no model call.

Reasoning & Planning~68%Knowledge Graphs~62%
npm:@pathmode/mcp-server · local package1.1k/wkpublished 8 h ago
TrailMCP serverMCP
by dev.usetrail
Unknown

Issue tracker and durable project memory for your coding agent, scoped to the folder you open.

Code Generation~100%Project ManagementAgent Memory~100%
npm:usetrail · local package1.1k/wkpublished 31 h ago
minutesMCP serverMCP
by silverstein
Unknown

The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.

Speech RecognitionCalendar & SchedulingAgent Memory
npm:minutes-mcp · local package1.1k/wkpublished 25 h ago
contextforge-mcpMCP serverMCP
by alfredoizdev
Unknown

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.

Agent Memory
npm:contextforge-mcp · local package1.1k/wkpublished 3 d ago
@lzehrung/codegraphMCP serverMCP
by lzehrung
Unknown

Multi-language repository map for agents and humans: MCP tools, dependency graphs, symbol indexes, impact review, and bounded source evidence.

Knowledge Graphs~100%Security Review~75%Documentation Lookup~69%
npm:@lzehrung/codegraph · local package1.1k/wkpublished 2 d ago
@sksoftofficial/mindrootMCP serverMCP
by sksoftcontact
Unknown

Long-term memory for AI agents: hybrid-searched memories over human-editable markdown notes. 100% local — offline ONNX embeddings, SQLite FTS5, MCP server, REST API, CLI, dashboard. No cloud, no API keys.

DatabasesVector SearchAgent MemoryNotes & Docs
npm:@sksoftofficial/mindroot · local package1.1k/wkpublished 11 d ago
mcp-context-cardMCP serverMCP
by Wolfe-Jam
Unknown

MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.

Agent Memory~100%Identity & Access~100%E-commerce Operations~66%
npm:mcp-context-card · local package1.0k/wkpublished 3 h ago
outlook-assistantMCP serverMCP
by littlebearapps
Unknown

Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.

EmailCalendar & SchedulingKnowledge Graphs~62%
npm:@littlebearapps/outlook-assistant · local package1.0k/wkpublished 1 mo ago
@brainfeather/mcpMCP serverMCP
by brainfeather
Unknown

Long-term memory for AI coding agents. Facts recorded once, recalled by every client.

Agent Memory
npm:@brainfeather/mcp · local package1.0k/wkpublished 8 d ago
perplexity-mcpMCP serverMCP
by dainfernal
Unknown

MCP server providing intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models

Reasoning & PlanningDeep Web Research~75%
npm:perplexity-mcp · local package1.0k/wkpublished 10 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory