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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 records2880 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 package1.1k/wkpublished 1 mo ago
@causari/mcp-serverMCP serverMCP
by huygdv
Unknown

Causari MCP Server — Causal Knowledge Graph for AI agents

Knowledge Graphs
npm:@causari/mcp-server · local package1.1k/wkpublished 4 mo ago
GhostPaw CodexMCP serverMCP
by GhostPawJS
Unknown

Local belief and memory engine with evidence, certainty, and honest revision history.

Vector SearchAgent MemoryDatabasesPackages & Dependencies~75%
npm:@ghostpaw/codex · local package1.1k/wkpublished 7 h ago
@digital-lake/lognexusMCP serverMCP
by digital-lake-ai
Unknown

The Universal, Git-powered context & rules framework for native AI agents (Claude, OpenAI, Gemini, DeepSeek). Scaffolding CLI and repository governance.

Code Review~100%Version ControlKnowledge GraphsAgent OrchestrationNotes & Docs~62%
npm:@digital-lake/lognexus · local package1.1k/wkpublished 2 d ago
code-graph-contextMCP serverMCP
by drewhcodes
Unknown

MCP server that builds code graphs to provide rich context to LLMs

Vector SearchKnowledge GraphsDatabases~68%
npm:code-graph-context · local package1.1k/wkpublished 5 d ago
Macula meshMCP serverMCP
by io.macula
Unknown

Model Context Protocol server that exposes the Macula mesh to any agent harness

Agent OrchestrationVector SearchAgent Memory~64%
npm:@macula-io/mcp · local package1.1k/wkpublished 2 d ago
wenlan-mcpMCP serverMCP
by wenlan-app
Unknown

MCP server for Wenlan, a living wiki your AI tools write, keep current, and cite

Agent MemoryNotes & Docs
npm:wenlan-mcp · local package1.1k/wkpublished 3 d ago
@litfamily/lithermesAgent
by wjgoarxiv
Unknown

Hermes Agent plugin that plans, builds, checks and hands off your work when you add one word, lit, to a request.

Code Review~100%Reasoning & PlanningDocument ConversionPresentationsCode Generation~75%
npm:@litfamily/lithermes · local package1.0k/wkpublished 2 d ago
open-memexMCP serverMCP
by stoneskin
Unknown

Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP.

DatabasesAgent Memory
npm:open-memex · 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 12 mo ago
RepoCanonMCP serverMCP
by awalhadi
Unknown

Verified AGENTS.md and project memory for AI coding agents: context packs and freshness checks

Code Generation~100%Agent Memory~100%Code DocumentationVersion Control~64%Documentation Lookup~60%
npm:repocanon · local package1.0k/wkpublished 3 d ago
strategy-mcpMCP serverMCP
by ritterbeckaj
Unknown

Deterministic strategic-planning frameworks (SWOT, 4Ps, Lean Canvas, decision matrix) as a local MCP server. No API keys, no network calls. Pro unlocks 8 more frameworks.

Reasoning & Planning~100%
npm:strategy-mcp · local package1.0k/wkpublished 11 d ago
common-context-mcpMCP serverMCP
by gokulanandsaravanan
Unknown

Shared, append-only context store for AI agents over MCP: checkpoints, failures, claims, handoffs, crash recovery. Multi-process safe.

Agent Memory~64%
npm:common-context-mcp · local package1.0k/wkpublished 2 d ago
lainMCP serverMCP
by spuentesp
Unknown

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Vector Search~100%Knowledge Graphs
npm:@spuentesp/lain-mcp · local package964/wkpublished 6 d ago
@oliverames/meta-mcp-serverMCP serverMCP
by oliverames
Unknown

The most comprehensive MCP server for Meta Business Suite — 200 tools across Facebook Pages, Instagram, Threads, Ads Manager, Commerce, Conversions API, and more

Social MediaMarketing~94%Knowledge Graphs~62%
npm:@oliverames/meta-mcp-server · local package963/wkpublished 7 d ago
@sylphx/coderagMCP serverMCP
by SylphxAI
Unknown

CodeRAG is now repomap. This package is a thin alias of @sylphx/repomap (same MCP server and CLI).

Knowledge Graphs~62%
npm:@sylphx/coderag · local package959/wkpublished 11 d ago
GraphyLoopMCP serverMCP
by chadixearth
Unknown

Workflow planner, wave dispatcher, persistent swarm memory, and deploy preflight for AI agents.

Agent Memory~100%Agent OrchestrationCode Generation~75%
npm:graphyloop · local package935/wkpublished 4 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 package928/wkpublished 19 h ago
project-agent-memoryMCP serverMCP
by balaji-g42
Unknown

MCP server for memory management using vector database

Databases~100%Vector SearchAgent Memory
npm:project-agent-memory · local package928/wkpublished 4 d ago
mocode-aiAgent
by wanxunyang
Unknown

终端编码 agent:LLM + tool-call 循环 + 流式输出(含思考)+ 27 个工具,接任意 OpenAI 兼容后端。

Terminal & ShellAgent MemoryEvaluation & BenchmarksCode Generation~75%
npm:mocode-ai · local package927/wkpublished 32 h ago
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Aliases

knowledge, memory