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.

Basegrid Io npm
A
@basegrid-io/mcp-server

MCP server for BaseGrid - Persistent memory for AI agents. Supports stdio and Streamable HTTP transports.

AI, Memory & Reasoning Score 95/100 1 finding 14/wk Cap. Moderate
Thinkmem npm
A
thinkmem

ThinkMem: AI Memory Management MCP System for LLMs

AI, Memory & Reasoning Score 95/100 0 findings 14/wk Cap. Moderate
Jarvis npm
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jarvis-mcp

This project implements a Mastra Component Protocol (MCP) server that generates UI components based on natural language queries. The generated components are stored in a Supabase database and displayed in a Jarvis-like HUD interface.

AI, Memory & Reasoning Score 95/100 2 findings 13/wk Cap. Moderate
Context11 npm
A
context11-mcp

MCP server for Context11 - Search company knowledge base and retrieve documents

AI, Memory & Reasoning Score 95/100 1 finding 12/wk Cap. Minimal
Kips npm
A
kips

Personal data management server. Integrates with Claude Desktop and other MCP clients.

AI, Memory & Reasoning Score 95/100 0 findings 11/wk Cap. Moderate
Cairn PyPI
A
cairn-mcp-server

MCP server exposing Cairn's local-first file-organization tools to Claude Code, Codex, Cursor, and any MCP client.

AI, Memory & Reasoning Score 95/100 2 findings Cap. Moderate
Ckg Nvidia Nemoclaw PyPI
A
ckg-nvidia-nemoclaw

Auditable knowledge graph for NVIDIA NemoClaw with cryptographic source traceability — 4× F1 over RAG, 11× fewer tokens, MCP-native, deterministic agent answers

AI, Memory & Reasoning Score 95/100 1 finding Cap. Moderate
Kontext PyPI
A
kontext-mcp

Portable, provider-agnostic memory on top of Azure Data Explorer (Kusto)

AI, Memory & Reasoning Score 95/100 1 finding Cap. Minimal
Perfetto PyPI
A
perfetto-mcp

A Model Context Protocol server for analyzing Perfetto trace files.

AI, Memory & Reasoning Score 95/100 0 findings Cap. Moderate
Qiniu PyPI
A
qiniu-mcp-server

A MCP server project of Qiniu.

AI, Memory & Reasoning Score 95/100 1 finding Cap. Moderate
Tobilu Qmd Source verified npm
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@tobilu/qmd

Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking

AI, Memory & Reasoning Score 94/100 7 findings 46k/wk Cap. High
Openmem Source verified npm
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@openmem/mcp

AI memory engine exposed as an MCP server

AI, Memory & Reasoning Score 94/100 4 findings 1.4k/wk Cap. High
Contextstream Source verified npm
A
@contextstream/mcp-server

MCP server that gives AI coding assistants persistent memory, semantic code search, a dependency graph, grounded Q&A, and team context (GitHub/Slack/Notion) — works with Claude Code, Cursor, VS Code Copilot, Windsurf, Cline, and any Model Context Protocol

AI, Memory & Reasoning Score 94/100 1 finding 852/wk Cap. High
Pathmark Source verified npm
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pathmark

One local memory layer for Codex, Claude Code, opencode, Cursor, Gemini CLI, and MCP-capable coding agents.

AI, Memory & Reasoning Score 94/100 2 findings 702/wk Cap. High
Vault Cortex Source verified npm
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vault-cortex

Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init

AI, Memory & Reasoning Score 94/100 1 finding 698/wk Cap. High
Automem Source verified npm
A
@verygoodplugins/mcp-automem

MCP server for AutoMem: AI memory storage and recall

AI, Memory & Reasoning Score 94/100 6 findings 473/wk Cap. High
Rubber Duck Source verified npm
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mcp-rubber-duck

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel

AI, Memory & Reasoning Score 94/100 3 findings 294/wk Cap. High
Recallnest Source verified npm
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recallnest

RecallNest — MCP-native, local-first memory search and distillation for AI conversations

AI, Memory & Reasoning Score 94/100 4 findings 276/wk Cap. High
Prior Source verified npm
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@cg3/prior-mcp

MCP server for Prior — the knowledge exchange for AI agents. Search, contribute, and improve shared solutions.

AI, Memory & Reasoning Score 94/100 5 findings 201/wk Cap. High
Android Source verified npm
A
@us-all/android-mcp

Android MCP server - ADB-based device management, UI automation, logcat, emulator control, and more

AI, Memory & Reasoning Score 94/100 4 findings 186/wk Cap. High
Gitmem npm
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gitmem-mcp

Persistent learning memory for AI coding agents. Memory that compounds.

AI, Memory & Reasoning Score 94/100 5 findings 180/wk Cap. Moderate
Grasp Source verified npm
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grasp-mcp-server

48-tool MCP server for codebase analysis — dependency graphs, architecture layers, security scanning, refactor plans, git history, and more. Works with GitHub and GitLab repos (cloud + self-hosted) and local directories.

AI, Memory & Reasoning Score 94/100 11 findings 164/wk Cap. High
Copperbox Okf Source verified npm
A
@copperbox/okf-mcp

An MCP server providing an Open Knowledge Format (OKF) backend in a standardized way to coding agents

AI, Memory & Reasoning Score 94/100 2 findings 159/wk Cap. High
Kairos Source verified npm
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@debian777/kairos-mcp

MCP server for agent automation: persistent memory and deterministic workflow execution for AI agents and chats

AI, Memory & Reasoning Score 94/100 3 findings 156/wk Cap. High