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.

Ragflow Retrieval PyPI
A
ragflow-retrieval-mcp-server

This mcp server is used to search content from the ragflow knowledge base.

AI, Memory & Reasoning Score 98/100 0 findings Cap. Minimal
Rememberizer Vectordb PyPI
A
mcp-rememberizer-vectordb

A Model Context Protocol server for interacting with Rememberizer Vector Store (https://docs.rememberizer.ai/developer/vector-stores).

AI, Memory & Reasoning Score 98/100 0 findings Cap. Minimal
Toot PyPI
A
toot-mcp

Train of Thought (TOOT) MCP for validated conceptual reasoning chains

AI, Memory & Reasoning Score 98/100 0 findings Cap. Minimal
Uns PyPI
A
uns-mcp

MCP server implementation providing structured tools for interacting with the Unstructured API, managing sources, destinations, workflows, and jobs

AI, Memory & Reasoning Score 98/100 0 findings Cap. Minimal
Vector PyPI
A
vector-mcp

Integrate RAG into AI Agents via MCP Server. Supports multiple Vector database technologies.

AI, Memory & Reasoning Score 98/100 1 finding Cap. Minimal
Weaviate PyPI
A
mcp-weaviate

MCP server for Weaviate vector database operations

AI, Memory & Reasoning Score 98/100 0 findings Cap. Minimal
Teams Source verified npm
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@floriscornel/teams-mcp

MCP server for Microsoft Graph Teams integration

AI, Memory & Reasoning Score 97/100 0 findings 1.4k/wk Cap. Moderate
Entra News Podcast Source verified npm
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entra-news-podcast-mcp

MCP server for searching Entra.Chat podcast transcripts — Merill Fernando's Microsoft Entra podcast on YouTube

AI, Memory & Reasoning Score 97/100 1 finding 71/wk Cap. Moderate
Memori Source verified npm
A
@memorilabs/memori-mcp

Memori MCP server — persistent AI memory with recall and augmentation tools

AI, Memory & Reasoning Score 97/100 0 findings 65/wk Cap. Moderate
Ap Source verified npm
A
ap-mcp-server

Model Context Protocol (MCP) server for the Associated Press Media API

AI, Memory & Reasoning Score 97/100 0 findings 60/wk Cap. Moderate
Claude Remind Source verified npm
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claude-remind-mcp

MCP server for searching past Claude Code conversation history. Local BM25 search over JSONL logs with persistent index, secret redaction, solved-hint, and instant claude --resume.

AI, Memory & Reasoning Score 97/100 0 findings 56/wk Cap. Moderate
Mgba Source verified npm
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mcp-mgba

MCP server that bridges Claude to the mGBA Game Boy Advance emulator via Lua scripting

AI, Memory & Reasoning Score 97/100 0 findings 36/wk Cap. Moderate
Obsidian Pkm Source verified npm
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obsidian-pkm

Bidirectional knowledge flow between Claude Code and Obsidian — 20 MCP tools, skills, and hooks for PKM

AI, Memory & Reasoning Score 97/100 1 finding 35/wk Cap. Moderate
Onenote Source verified npm
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onenote-mcp

Model Context Protocol (MCP) server for Microsoft OneNote — full read/write access to notebooks, sections, and pages via OAuth

AI, Memory & Reasoning Score 97/100 0 findings 25/wk Cap. Moderate
Contextweaver Source verified npm
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@hsingjui/contextweaver

A context weaving tool for LLMs

AI, Memory & Reasoning Score 97/100 2 findings 24/wk Cap. Moderate
Super Memory Ts Source verified npm
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@veedubin/super-memory-ts

Super-Memory MCP server with local embeddings and vector search

AI, Memory & Reasoning Score 97/100 1 finding 23/wk Cap. Moderate
Clawmarks Source verified npm
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clawmarks

MCP server for creating annotated code bookmarks - storybook-style metadata pointing to specific file locations

AI, Memory & Reasoning Score 97/100 2 findings 20/wk Cap. Moderate
Mem Aj Source verified npm
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@aalokjha/mem-aj

Persistent memory for AI agents with semantic search and auto-categorization

AI, Memory & Reasoning Score 97/100 0 findings 18/wk Cap. Moderate
Cortexguardai Source verified npm
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@cortexguardai/mcp

A Node.js-based MCP adapter for seamless integration with AI development environments.

AI, Memory & Reasoning Score 97/100 3 findings 16/wk Cap. Moderate
Directory Indexer Source verified npm
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directory-indexer

AI-powered directory indexing with semantic search for MCP servers

AI, Memory & Reasoning Score 97/100 2 findings 15/wk Cap. Moderate
Getmnemo Source verified npm
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getmnemo-mcp

Model Context Protocol server for Mnemo Memory — exposes search/add/update/delete tools to Claude Desktop, Cursor, Windsurf, VS Code, Zed.

AI, Memory & Reasoning Score 97/100 0 findings 15/wk Cap. Moderate
Memos Source verified npm
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@0xlimao/memos-mcp-server

MCP server for Memos - a privacy-focused note-taking application

AI, Memory & Reasoning Score 97/100 0 findings 11/wk Cap. Moderate
Corpus Remote
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https://mcp.listentosadhu.app/mcp

Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures.

AI, Memory & Reasoning Score 97/100 0 findings Cap. Moderate
Deerdawn Remote
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https://api.deerdawn.com/api/v1/mcp

AI session memory: the brief your AI reads before every session so no session starts cold.

AI, Memory & Reasoning Score 97/100 0 findings Cap. Moderate