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.

Contextfs PyPI
A
contextfs

Universal AI memory layer - cross-client, cross-repo context management with RAG

AI, Memory & Reasoning Score 93/100 10 findings Cap. High
Creo PyPI
A
creo-mcp

An MCP server with tools for CAD interaction and knowledge base retrieval.

AI, Memory & Reasoning Score 93/100 5 findings Cap. High
Enhanced Mcp Memory PyPI
A
enhanced-mcp-memory

Enterprise-grade MCP server with sequential thinking, project convention learning, and intelligent memory management

AI, Memory & Reasoning Score 93/100 2 findings Cap. High
Ensemble PyPI
A
ensemble-mcp

MCP server providing vector memory, drift detection, model routing, skills discovery, session management, and codebase indexing for AI-assisted development pipelines.

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Evermemos PyPI
A
evermemos-mcp

MCP Server that brings long-term memory to AI coding tools via EverMemOS

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Fish Bridge PyPI
A
fish-bridge-mcp

Session-scoped knowledge graph engine for AI chat context compression

AI, Memory & Reasoning Score 93/100 5 findings Cap. High
Fittok PyPI
A
fittok

MCP server that retrieves the most relevant source code for a query, within a token budget

AI, Memory & Reasoning Score 93/100 4 findings Cap. High
Forgetful Ai PyPI
A
forgetful-ai

MCP Server for AI Agent Memory - persistent, semantically-searchable memory for AI agents

AI, Memory & Reasoning Score 93/100 13 findings Cap. High
Ideahub PyPI
A
ideahub-mcp

Agent-first MCP server for capturing and recalling ideas — the agent's and their human's.

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Librarian PyPI
A
librarian-mcp

Pre-curated canonical memory + prose/code provenance for any AI coding client. MCP-native.

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Local Faiss PyPI
A
local-faiss-mcp

MCP server with FAISS local vector database for RAG

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Locus PyPI
A
locus-mcp

Hierarchical markdown memory palace for AI agents — MCP server, skills, and audit tools

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Lore Sdk PyPI
A
lore-sdk

Cross-agent semantic memory with knowledge graphs, fact extraction, and MCP integration

AI, Memory & Reasoning Score 93/100 12 findings Cap. High
Luzzy Tool PyPI
A
luzzy-tool

基于MCP协议的本地系统工具集,为AI助手提供文件操作、Shell执行、代码搜索、文件监听、压缩解压、HTTP请求、Git操作、数据库操作、网络诊断、Markdown渲染和结构化数据处理

AI, Memory & Reasoning Score 93/100 33 findings Cap. High
Massive Context PyPI
A
massive-context-mcp

Handle 10M+ token contexts with chunking, sub-queries, and local Ollama inference

AI, Memory & Reasoning Score 93/100 4 findings Cap. High
Math Mcp Learning PyPI
A
math-mcp-learning-server

Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP.

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Maya PyPI
A
maya-mcp-server

MCP server for interacting with Autodesk Maya sessions

AI, Memory & Reasoning Score 93/100 8 findings Cap. High
Myelin PyPI
A
myelin-mcp

Neuromorphic long-term AI memory system — brain-inspired context for AI agents

AI, Memory & Reasoning Score 93/100 4 findings Cap. High
Nexus PyPI
A
nexus-mcp

Model Context Protocol server for AI CLI agents

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Obsidian Notes Rag PyPI
A
obsidian-notes-rag

MCP server for semantic search over Obsidian notes using local RAG

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Org PyPI
A
org-mcp

A python-based MCP server for your local org mode files

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Org Roam PyPI
A
org-roam-mcp

MCP server for org-roam knowledge management. Provides AI agent tools for semantic search, note creation, and daily entries. Install with: pip install org-roam-mcp or curl -fsSL https://raw.githubusercontent.com/dcruver/org-roam-ai/main/install.sh | bash

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Paper Intelligence PyPI
A
paper-intelligence

MCP server enabling AI agents to efficiently search and understand PDF documents

AI, Memory & Reasoning Score 93/100 2 findings Cap. High
Project Context PyPI
A
mcp-project-context-server

A Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.

AI, Memory & Reasoning Score 93/100 1 finding Cap. High