"Searching for a Google Map related to MCP" matching MCP servers:

vault-map
Note Taking Knowledge & Memory Developer Tools
noambinabout-boop
A
license
Not graded
quality
B
maintenance
MCP server that provides a navigable map of an Obsidian vault for coding agents, with tools to outline notes, fetch sections, query frontmatter, and grep content, reducing token usage compared to reading whole notes.
Updated 4 days ago (2026-08-19 13:08 UTC)
MIT
Mind Map MCP Server
Code Analysis Developer Tools Knowledge & Memory
nerfels
A
license
C
quality
C
maintenance
An experimental MCP server that explores neuroscience-inspired approaches to software development analysis, featuring associative memory, context-aware caching, and cross-language API detection.
Updated 9 months ago (2025-11-18 05:00 UTC)
59
140
2
MIT
io.github.DiaaAj/a-mem-mcp
Knowledge & Memory Autonomous Agents
DiaaAj
A
license
Not graded
quality
D
maintenance
A-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.
Updated 7 months ago (2026-01-17 02:58 UTC)
34
MIT
project-context-map-mcp
Knowledge & Memory Developer Tools
tamojit-123
A
license
Not graded
quality
C
maintenance
Generates structured project memory and exposes MCP tools for AI coding agents to query topology, read relevant files, and log changes in a repository.
Updated 4 months ago (2026-04-25 12:08 UTC)
10
MIT
ai-mind-map
Code Analysis Knowledge & Memory Developer Tools
shdra06
A
license
Not graded
quality
A
maintenance
An MCP server that reduces AI coding agent token usage by 80-99% through a queryable knowledge graph of code, change tracking, and persistent memory across sessions.
Updated a month ago (2026-07-14 18:39 UTC)
203
1
MIT
CHOFF-A-MCP (Anamnesis)
Knowledge & Memory Autonomous Agents
dd-dent
A
license
Not graded
quality
D
maintenance
Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.
Updated a year ago (2025-07-03 18:20 UTC)
1
MIT
knowledge-to-action-mcp
Note Taking Knowledge & Memory
tac0de
A
license
A
quality
C
maintenance
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo handoffs.
Updated 2 months ago (2026-06-23 04:43 UTC)
13
14
3
MIT
OneNote-MCP-For-GeminiSpark
Note Taking Knowledge & Memory Workplace & Productivity
abhivishwa2
A
license
Not graded
quality
B
maintenance
A robust MCP server that transforms OneNote notebooks into an AI-accessible knowledge base for Gemini Spark, enabling natural language queries to list, read, and search notes via Microsoft Graph API.
Updated 6 days ago (2026-08-17 16:03 UTC)
MIT
history-to-skill
Version Control Knowledge & Memory Code Analysis
Mandolaro
A
license
Not graded
quality
A
maintenance
Turns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.
Updated 20 days ago (2026-08-03 16:32 UTC)
1
MIT
iroha for Notion
Knowledge & Memory Note Taking
iroha924
A
license
Not graded
quality
A
maintenance
Persists Claude Code sessions to Notion as team memory, enabling queryable recall of decisions, work state, and project architecture.
Updated a month ago (2026-07-09 12:01 UTC)
MIT
A-MEM: Agentic Memory System
Knowledge & Memory RAG Systems Autonomous Agents
tobs-code
F
license
Not graded
quality
D
maintenance
Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.
Updated 7 months ago (2026-02-03 03:18 UTC)
10
A-Modular-Kingdom
RAG Systems Knowledge & Memory Agent Orchestration
MasihMoafi
A
license
Not graded
quality
A
maintenance
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.
Updated a day ago (2026-08-22 19:35 UTC)
41
Apache 2.0
Google Ads MCP Server
Marketing App Automation Knowledge & Memory
bradenpan
A
license
Not graded
quality
Not graded
maintenance
Enables comprehensive management of Google Ads accounts by allowing users to create campaigns, manage keywords, and generate performance reports through a context-aware interface. It features a three-layer architecture that integrates product knowledge and historical campaign data to support intelligent decision-making.
Updated 7 months ago (2026-01-30 01:50 UTC)
Google Sheets MCP Server
Databases Knowledge & Memory Note Taking
jjurach
A
license
Not graded
quality
D
maintenance
Implements an MCP server that interacts with Google Sheets to store and retrieve prompts and ideas, allowing management of textual content with metadata across spreadsheet tabs.
Updated 5 months ago (2026-03-28 23:47 UTC)
MIT
Google Workspace MCP Server
Workplace & Productivity File Systems Knowledge & Memory
pbulbule13
F
license
Not graded
quality
D
maintenance
Comprehensive integration with Google Workspace services (Gmail, Calendar, Sheets, Docs, Drive) plus local storage for job tracking and a personal memory system for storing user preferences, behaviors, and goals.
Updated 8 months ago (2025-12-20 02:02 UTC)
mem0 MCP Server for Project
Project Management Knowledge & Memory
KunihiroS
F
license
Not graded
quality
D
maintenance
A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
Updated 5 months ago (2026-03-11 01:12 UTC)
6
Obsidian-MCP-For-Cursor
Note Taking File Systems Knowledge & Memory
JeddowesF
F
license
Not graded
quality
C
maintenance
MCP server for Obsidian vaults, optimised for Cursor agents — safe note editing, lean tool surface, direct filesystem access.
Updated 2 months ago (2026-07-08 17:06 UTC)
MCP server for LogSeq
Note Taking Knowledge & Memory
ergut
A
license
A
quality
A
maintenance
Interacts with LogSeq via its API.
Updated a month ago (2026-07-19 04:43 UTC)
17
319
MIT
LogicMap MCP Server
Knowledge & Memory Developer Tools
Sim-xia
A
license
A
quality
D
maintenance
Enables creating and querying semantic knowledge graphs to model business logic, code relationships, and project structure across multiple projects.
Updated 6 months ago (2026-02-21 05:51 UTC)
11
1
MIT
Elasticsearch Knowledge Graph
Knowledge & Memory Databases
j3k0
A
license
B
quality
D
maintenance
Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
Updated 5 months ago (2026-04-01 13:01 UTC)
20
11
20
MIT