AI, Memory & Reasoning MCP Servers

MCP servers that give assistants persistent memory, knowledge graphs and structured reasoning. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Elasticsearch Memory PyPI
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elasticsearch-memory-mcp

🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Engrams PyPI
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engrams-mcp

A governance-aware, context-intelligent development platform built on MCP

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Flomo PyPI
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flomo-mcp-server

MCP server for flomo - 快速记录想法到 flomo

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Flowise PyPI
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flowise-mcp

MCP server for connecting AI agents to Flowise instances

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Gemini Deepsearch PyPI
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gemini-deepsearch-mcp

Gemini DeepSearch MCP - Automated research agent with Google Gemini models

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Genesys Memory PyPI
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genesys-memory

The intelligence layer for AI memory — scoring, causal inference, lifecycle management, and active forgetting

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Google Workspace Mcp Advanced PyPI
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google-workspace-mcp-advanced

Advanced Google Workspace MCP Server - Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Chat, Search with bidirectional sync

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Graforest PyPI
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graforest-mcp

Graforest MCP Server — Build, populate, and query Knowledge Graphs with AI. 13 tools for knowledge ingestion, search, traversal, and graph management.

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Granola PyPI
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granola-mcp-server

MCP server for Granola.ai meeting intelligence

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Groundlens PyPI
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groundlens-mcp

MCP server for groundlens — deterministic first-stage grounding checks for Claude Desktop, Cursor, Windsurf, and any MCP-compatible client

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Joplin PyPI
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joplin-mcp

Model Context Protocol (MCP) server for Joplin note-taking application

AI, Memory & Reasoning Score 99/100 1 finding Cap. Minimal
Kilonova PyPI
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kilonova-mcp

Persistent knowledge base MCP server for Claude Code — remember everything across sessions

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Knowledge Gaps PyPI
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mcp-knowledge-gaps

Find what your knowledge base mentions but doesn't actually explain.

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Lancedb PyPI
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lancedb-mcp

MCP server providing semantic knowledge base with LanceDB storage and configurable embeddings

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Lians Sdk PyPI
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lians-sdk

Bitemporal long-term memory for AI agents with point-in-time recall, tamper-evident audit trails, and GDPR crypto-erasure

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Llm Wiki 3 implementations
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best: llm-wiki-mcp

MCP server + Claude Code skills for Karpathy-style LLM wikis: persistent markdown knowledge bases your agent grows over time.

AI, Memory & Reasoning Best score 99/100 1 finding Cap. Minimal
Llmdoc PyPI
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llmdoc

MCP server with RAG for llms.txt documentation

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Llms Txt PyPI
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llms-txt-mcp

Lean MCP server for minimal-context docs via llms.txt

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Local Recall PyPI
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local-recall-mcp

Fully local semantic memory for AI agents: search your notes and session logs from any MCP client, with embeddings served by Ollama

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Mcp4mcp PyPI
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mcp4mcp

Meta MCP Server for MCP development intelligence

AI, Memory & Reasoning Score 99/100 1 finding Cap. Minimal
Mem0 Agent Memory PyPI
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mem0-agent-memory

MCP server for Mem0 agent memory management with multi-backend support

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Memmd PyPI
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memmd-mcp

MCP stdio server that manages local memory.md with dedupe/merge/cleanup.

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Memoraeu PyPI
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memoraeu-mcp

Zero-knowledge persistent memory layer for Claude — MCP server

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal
Memorium PyPI
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memorium

Persistent Memory Infrastructure for AI Agents — an MCP server for long-term AI memory

AI, Memory & Reasoning Score 99/100 0 findings Cap. Minimal