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.

Novyx Mcp Desktop npm
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novyx-mcp-desktop

Desktop Extension for Novyx MCP — one-click install for Claude Desktop. Persistent memory for AI agents with rollback, audit trails, and semantic search.

AI, Memory & Reasoning Score 93/100 1 finding 12/wk Cap. High
Omni Coder Dashboard npm
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omni-coder-dashboard

OCD (Omni Coder Dashboard) — An AI memory engine with real semantic embeddings, 21 MCP tools, cross-tool routing, trace auditing, and proactive IDE interception. 100% local, zero API keys required.

AI, Memory & Reasoning Score 93/100 12 findings 12/wk Cap. High
Stoa Mcp Cli npm
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@stoa-mcp/cli

Persistent shared memory for AI coding agents (MCP server + CLI)

AI, Memory & Reasoning Score 93/100 1 finding 12/wk Cap. High
Typed Recall npm
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typed-recall

Recall — typed-edge memory MCP server for AI agents (Claude Code / Codex / Cursor / Windsurf). Wrapper that runs the Python MCP server via uvx.

AI, Memory & Reasoning Score 93/100 2 findings 12/wk Cap. High
Unified 2 implementations
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best: unified-mcp-server

A production-ready MCP server containing multiple embedded servers (filesystem, web-search, database, calculator, system)

AI, Memory & Reasoning Best score 93/100 9 findings 12/wk Cap. High
Waymark Hub npm
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waymark-hub

Shared context and coordination MCP hub for AI agents

AI, Memory & Reasoning Score 93/100 1 finding 12/wk Cap. High
Zipmem npm
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zipmem-mcp

Local-first MCP server + CLI that gives terminal AI agents an endless semantic memory via Anchored Compacting, keeping the context window small.

AI, Memory & Reasoning Score 93/100 1 finding 12/wk Cap. High
Locus Memory npm
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locus-memory

Persistent project-aware memory for AI coding tools. Built on MCP. Knows your project, remembers your decisions, costs almost nothing.

AI, Memory & Reasoning Score 93/100 4 findings 11/wk Cap. High
Memory Plan Act npm
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mcp-memory-plan-act

Git-synchronized memory system for AI agents

AI, Memory & Reasoning Score 93/100 4 findings 11/wk Cap. High
Symbols Awakening npm
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symbols-awakening-mcp

A symbolic reasoning engine that serves as an MCP server for symbolic ontology operations

AI, Memory & Reasoning Score 93/100 2 findings 11/wk Cap. High
Persyst npm
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persyst-mcp

Local-first memory layer for coding agents with hybrid keyword and semantic search.

AI, Memory & Reasoning Score 93/100 5 findings 10/wk Cap. High
Waypath npm
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waypath

Local-first external brain CLI for coding agents — SQLite-backed context, graph-aware recall, and governed memory for Claude Code, Codex, and MCP clients.

AI, Memory & Reasoning Score 93/100 2 findings 10/wk Cap. High
Memory TS npm
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mcp-memory-ts

Cloud-based vector memory service for Claude, implemented in TypeScript.

AI, Memory & Reasoning Score 93/100 4 findings 9/wk Cap. High
Codex Memory npm
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codex-mcp-memory-server

Symbol-aware memory server for Codex and other coding agents.

AI, Memory & Reasoning Score 93/100 3 findings 6/wk Cap. High
Adaptive Agent PyPI
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adaptive-agent-mcp

Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge

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

Universal project management for AI coding agents — MCP server + CLI + git-native task board

AI, Memory & Reasoning Score 93/100 2 findings Cap. High
Agent Knowledge PyPI
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agent-knowledge-mcp

AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents

AI, Memory & Reasoning Score 93/100 2 findings Cap. High
Aionai PyPI
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aionai

A neutral, persistent working-state broker that keeps your AI coding tools (Claude, Cursor, …) on the same page — over MCP.

AI, Memory & Reasoning Score 93/100 1 finding Cap. High
Brain 3 implementations
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best: brain-mcp

SHELET-compliant cognitive prosthetic for AI agents — 25 stratified MCP skills with structural citation discipline

AI, Memory & Reasoning Best score 93/100 3 findings Cap. High
Cerevox PyPI
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cerevox-mcp-server

MCP server exposing Cerevox AI APIs (Lexa, Hippo, Account) for document parsing, RAG search, and account management

AI, Memory & Reasoning Score 93/100 5 findings Cap. High
Chroma PyPI
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chroma-mcp-server

Chroma MCP Server - Vector Database Integration for LLM Applications

AI, Memory & Reasoning Score 93/100 11 findings Cap. High
Ckg Nvidia Ai PyPI
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ckg-nvidia-ai

NVIDIA AI developer stack as a traversable knowledge graph — 20 CKGs, 1006 nodes, MCP-native

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Code Rag PyPI
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code-rag-mcp

MCP server for efficient code search

AI, Memory & Reasoning Score 93/100 3 findings Cap. High
Codebrain PyPI
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codebrain

Know what breaks before you break it. Structural knowledge graph for codebases — impact analysis, dead code detection, health scores. No LLM required.

AI, Memory & Reasoning Score 93/100 12 findings Cap. High