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.

Agentbase npm
A
agentbase-mcp

MCP server for the AgentBase agent instruction registry — search and retrieve system prompts, skills, workflows, and more

AI, Memory & Reasoning Score 96/100 0 findings 63/wk Cap. Moderate
Lore 3 implementations
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best: @jordanhindo/lore

Lightweight MCP for infinite agent memory. Any agent, any session, anytime.

AI, Memory & Reasoning Best score 96/100 0 findings 62/wk Cap. Moderate
Indian Food Nutrition npm
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indian-food-nutrition-mcp

MCP server for Indian-accurate nutrition logging. Log meals with ChatGPT/Claude in plain language or from photos; calories come from India's official food data (IFCT 2017) + USDA, not US-centric guesses.

AI, Memory & Reasoning Score 96/100 1 finding 59/wk Cap. Moderate
Goldhold npm
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@goldhold/mcp-server

GoldHold MCP server -- persistent memory for AI agents. Search, store, and recall across sessions. https://goldhold.ai

AI, Memory & Reasoning Score 96/100 0 findings 58/wk Cap. Moderate
Ragalgo npm
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ragalgo-mcp-server

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

AI, Memory & Reasoning Score 96/100 2 findings 49/wk Cap. Minimal
Ai Memory 3 implementations
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best: mcp-ai-memory

A production-ready Model Context Protocol (MCP) server for semantic memory management

AI, Memory & Reasoning Best score 96/100 0 findings 47/wk Cap. Moderate
Perplexity Search npm
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mcp-perplexity-search

MCP server for Perplexity search

AI, Memory & Reasoning Score 96/100 1 finding 47/wk Cap. Moderate
Pickaxe npm
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mcp-pickaxe

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

AI, Memory & Reasoning Score 96/100 1 finding 47/wk Cap. Moderate
Thinkingcap npm
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thinkingcap

Multi-agent research MCP server supporting OpenAI, Anthropic, xAI, Google, OpenRouter, Groq, and Cerebras

AI, Memory & Reasoning Score 96/100 2 findings 31/wk Cap. Moderate
Lingochunk npm
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@lingochunk/mcp

Model Context Protocol server for the LingoChunk public API: your FSRS-graded vocabulary, native-audio transcripts and clips, and library, as tools for a coding agent.

AI, Memory & Reasoning Score 96/100 0 findings 26/wk Cap. Moderate
Brief Md npm
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@brief-md/mcp

MCP server for BRIEF.md project context management

AI, Memory & Reasoning Score 96/100 0 findings 25/wk Cap. Moderate
Mindkeeper npm
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mindkeeper-mcp

MCP server that persistently tracks ideas from conversations and builds a mindmap

AI, Memory & Reasoning Score 96/100 1 finding 25/wk Cap. Moderate
Retroarch npm
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mcp-retroarch

MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface (UDP)

AI, Memory & Reasoning Score 96/100 0 findings 24/wk Cap. Moderate
Pdf npm
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mcp-pdf-server

MCP server for secure PDF processing with text extraction, metadata, and page count features

AI, Memory & Reasoning Score 96/100 0 findings 23/wk Cap. Moderate
Acheron npm
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acheron-mcp-server

MCP server bridging context between Claude Chat, Code, and Cowork

AI, Memory & Reasoning Score 96/100 0 findings 21/wk Cap. Moderate
Exa Mcp Docs npm
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@waldzellai/exa-mcp-docs

Exa API Documentation MCP Server - Comprehensive offline-first access to Exa.ai documentation

AI, Memory & Reasoning Score 96/100 0 findings 21/wk Cap. Moderate
Recall 4 implementations
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best: recall-mcp

MCP server for Recall — self-hosted AI memory system. Gives Claude access to recall_store, recall_search, recall_get, recall_timeline, recall_rehydrate, recall_health, and recall_profile_proposals.

AI, Memory & Reasoning Best score 96/100 0 findings 20/wk Cap. Moderate
Claude Slack npm
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claude-slack

Semantic knowledge infrastructure for Claude Code agents - AI-powered messaging with vector search and intelligent ranking

AI, Memory & Reasoning Score 96/100 1 finding 18/wk Cap. Moderate
Headlo npm
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headlo-mcp

Headlo MCP server — use standalone or extend with your own tools and middleware

AI, Memory & Reasoning Score 96/100 0 findings 18/wk Cap. Moderate
Memo npm
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@mako10k/mcp-memo

STDIO adapter that bridges the mcp-memory HTTP server to common MCP clients.

AI, Memory & Reasoning Score 96/100 0 findings 18/wk Cap. Moderate
Skill Router npm
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skill-router-mcp

Semantic skill routing for SKILL.md libraries, served over MCP to any agent

AI, Memory & Reasoning Score 96/100 1 finding 18/wk Cap. Moderate
Hubnote Mcp npm
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@hubnote-mcp/server

MCP server for hubNote — connect Claude Desktop / Cursor / Codex to your hubNote workspaces.

AI, Memory & Reasoning Score 96/100 0 findings 17/wk Cap. Moderate
Notion Advisor npm
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@m2ai-mcp/notion-advisor

Notion Integration MCP server providing AI assistants with full access to Notion workspaces

AI, Memory & Reasoning Score 96/100 0 findings 17/wk Cap. Moderate
Cogniahq npm
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@cogniahq/mcp

End-to-end encrypted memory for Claude Desktop, Cursor, Zed, and any MCP-compatible client. BYOK, hybrid search, and action execution against your Cognia workspace.

AI, Memory & Reasoning Score 96/100 0 findings 16/wk Cap. Moderate