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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
@pratik7368patil/anchor-mcp-serverMCP serverMCP
by pratik7368patil
Unknown

MCP stdio server that serves local repo memory and org memory from GitHub PR history, code, tests, regressions, and cross-repo impact to AI coding agents.

Code Generation~100%Version ControlAgent Memory~100%
npm:@pratik7368patil/anchor-mcp-server · local package88/wkpublished 4 mo ago
@oh-my-kimi/cliAgent
by dmae
Unknown

Provider-neutral agent runtime for coding workflows. Verified DAG execution with evidence gates, worktree isolation, and local graph memory.

Code Generation~100%Code Review~100%Agent Memory~100%Knowledge Graphs~100%Agent Orchestration~73%
npm:@oh-my-kimi/cli · local package87/wkpublished 6 mo ago
@g99/lightrag-mcp-serverMCP serverMCP
by g99
Unknown

Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

Knowledge GraphsVector Search
npm:@g99/lightrag-mcp-server · local package87/wkpublished 11 mo ago
yggdrasil-mcpMCP serverMCP
by henrychong-ai
Unknown

Reasoning orchestration MCP - Tree of Thoughts with multi-agent evaluation. Fork of Anthropic's sequential-thinking with string coercion fix.

Reasoning & Planning
npm:yggdrasil-mcp · local package86/wkpublished 16 d ago
osnovaMCP serverMCP
by getdomovoi
Unknown

Deterministic code map for AI coding agents: a tree-sitter call graph with exact file:line over MCP.

Code Generation~100%Knowledge Graphs~100%Security Review~75%
npm:@getdomovoi/osnova · local package85/wkpublished 6 d ago
@jungjaehoon/mama-serverMCP serverMCP
by jungjaehoons
Unknown

MAMA MCP Server - Memory-Augmented MCP Assistant for Claude Code & Desktop

Vector SearchAgent Memory~100%
npm:@jungjaehoon/mama-server · local package85/wkpublished 5 d ago
natureco-skuldAgent
by natureco2
Unknown

NatureCo Skuld — coding-first AI agent with persistent memory and a post-change quality gate

Code Review~100%Agent Memory~100%Agent OrchestrationTerminal & ShellCode Generation~75%
npm:natureco-skuld · local package85/wkpublished 3 mo ago
specmem-hardwicksoftwareMCP serverMCP
by jonhardwick-spec
Unknown

Your Claude Code sessions don't have to start from scratch anymore — SpecMem gives your AI real memory. It won't forget your conversations, your code, or your architecture decisions between sessions. That's the whole point. Semantic code indexing that act

Vector SearchAgent MemoryAgent OrchestrationDatabasesTeam Chat~62%
npm:specmem-hardwicksoftware · local package85/wkpublished 8 mo ago
gasp-standard-mcpMCP serverMCP
by fourothreepage
Unknown

MCP server for the GASP Standard — SaaS metrics definitions, formulas, benchmarks, entity relationships, business model graph, access governance, and query generation

Knowledge Graphs
npm:gasp-standard-mcp · local package84/wkpublished 22 d ago
Conventions MCPMCP serverMCP
by FedgeNo
Unknown

Memory for coding conventions and standing instructions that persists across sessions.

Vector SearchAgent MemoryDatabases
npm:conventions-mcp · local package84/wkpublished 2 mo ago
ariel-memoryMCP serverMCP
by Cipher208
Unknown

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

Agent MemoryKnowledge GraphsVector Search
npm:mcp-ariel-memory · local package83/wkpublished 4 mo ago
repo-cartographerMCP serverMCP
by builditwithgk
Unknown

Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI

3D & Design~64%Version Control~64%Knowledge Graphs~62%
npm:repo-cartographer · local package83/wkpublished 3 mo ago
@mettamatt/code-reasoningMCP serverMCP
by mettamatt
Unknown

Enhanced MCP server for code reasoning using sequential thinking methodology, optimized for programming tasks

Reasoning & PlanningDebuggingCode Generation~75%
npm:@mettamatt/code-reasoning · local package83/wkpublished 14 mo ago
midbrain-memory-mcpMCP serverMCP
by mainbrain-midbrain
Unknown

Persistent experience for coding agents: episodic capture and semantic search

Code Generation~100%Agent Memory
npm:midbrain-memory-mcp · local package82/wkpublished 2 mo ago
claudexMCP serverMCP
by kunwar-shah
Unknown

Persistent memory + FTS5 search MCP server for Claude Code conversation history.

Agent Memory~100%Databases
npm:@kunwarshah/claudex · local package81/wkpublished 6 mo ago
@henrychong-ai/mcp-neo4j-knowledge-graphMCP serverMCP
by henrychong-ai
Unknown

Neo4j-based knowledge graph MCP server with temporal versioning and semantic search

Knowledge GraphsAgent Memory
npm:@henrychong-ai/mcp-neo4j-knowledge-graph · local package81/wkpublished 16 d ago
cortex-mcpMCP serverMCP
by perla-jaswanth-kumar
Unknown

Persistent memory for AI coding assistants. Injects context from past sessions into every LLM request.

Code Generation~100%Agent MemoryVector SearchDatabases
npm:cortex-mcp · local package81/wkpublished 8 mo ago
thebrainMCP serverMCP
by yBookoff
Unknown

MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API

Knowledge GraphsVector Search~75%
npm:thebrain-mcp-server · local package80/wkpublished 22 d ago
@usejunior/email-agent-mcpMCP serverMCP
by UseJunior
Unknown

Compatibility package for email-agent-mcp — use the unscoped package for new installations

EmailKnowledge Graphs~62%
npm:@usejunior/email-agent-mcp · local package79/wkpublished 15 h ago
@esneiderbravo/speclawMCP serverMCP
by esneiderbravo
Unknown

Where specs become law. A self-contained MCP suite that turns any repo into a spec-driven, multi-agent-ready project: its own constitution (Foundation), local code graph (Compass), spec workflow (Lawbook), and multi-agent brain (Cortex). No external CLIs,

Knowledge Graphs~100%
npm:@esneiderbravo/speclaw · local package78/wkpublished 17 d ago
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Aliases

knowledge, memory