Bolor Brain MCP

Cognitive architecture MCP server with memory, learning, and contextual understanding

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "bolor-brain-mcp": {
      "url": "https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (11)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Bolor Brain MCP.

reason_hybrid

Auto-selects best reasoning approach for any query

reason_symbolic

Forward/backward chaining with facts and rules

reason_knowledge_graph

Graph traversal, path finding, relationship exploration

reason_case_based

Find similar past problems and their solutions

reason_hypothesis

Generate and test hypotheses from observations

reason_analogical

Cross-domain pattern transfer (atom ~ solar system)

Documentation Overview

Bolor Brain MCP

Pure intelligence for Claude Code. Reasoning, memory, and learning -- nothing else.

What Is This?

Bolor Brain is an MCP server that gives Claude Code a brain: structured reasoning, persistent memory, and learning from experience.

Code

User --> Claude Code (Gateway + Executor)
              |
         +----+----+
    Bolor Brain   NSAF
      (MCP)       (MCP)
      THINK       EVOLVE

Claude Code = Gateway + tool execution + sessions + permissions
Bolor Brain = Reasoning engines + memory + learning + persistence
NSAF = Strategy evolution + self-improvement (separate MCP server)

Bolor Brain does NOT execute anything. No file ops, no scheduling, no autonomous loop. Claude Code already does all of that. Bolor Brain only thinks.

Quick Start

1. Install

bash

git clone https://github.com/photoxpedia/bolor-brain-mcp.git
cd bolor-brain-mcp
pip install -e .

2. Configure Claude Code

Add to ~/.claude/mcp-config.json:

config.json

{
  "mcpServers": {
    "bolor-brain": {
      "command": "python",
      "args": ["-m", "mcp_server"],
      "cwd": "/path/to/bolor-brain-mcp"
    }
  }
}

3. Use

Code

/reason Why is Python popular for data science?
/debug API returns 500 errors under load
/decide PostgreSQL or MongoDB for our app?
/learn-from We fixed the memory leak by increasing connection pool

MCP Tools (11)

Reasoning (6)

Tool	What It Does
`reason_hybrid`	Auto-selects best reasoning approach for any query
`reason_symbolic`	Forward/backward chaining with facts and rules
`reason_knowledge_graph`	Graph traversal, path finding, relationship exploration
`reason_case_based`	Find similar past problems and their solutions
`reason_hypothesis`	Generate and test hypotheses from observations
`reason_analogical`	Cross-domain pattern transfer (atom ~ solar system)

Memory (4)

Tool	What It Does
`remember`	Store a case, fact, node, or edge
`recall`	Retrieve matching cases or facts
`learn`	Store problem/solution/outcome (shortcut for remember)
`forget`	Delete a case or fact by ID

Utility (1)

Tool	What It Does
`brain_stats`	Cases, facts, nodes, edges count

Skills (6)

Skill	When To Use
`/reason`	Deep analysis of any complex problem
`/debug`	Systematic bug hunting with hypothesis testing
`/decide`	Evidence-based technical decisions
`/learn-from`	Store experiences for future use
`/nsaf`	NSAF evolution integration (requires NSAF MCP)
`/orchestrate`	Meta-orchestration combining Bolor Brain + NSAF

Persistence

Brain state persists to ~/.bolor-brain/ as JSON:

Code

~/.bolor-brain/
  cases.json       # Problem -> solution -> outcome
  facts.json       # Symbolic reasoning facts
  knowledge.json   # Knowledge graph (nodes + edges)

Knowledge compounds over time. Solve a bug once, recall the solution instantly next time.

With NSAF

Add NSAF to get evolution capabilities:

config.json

{
  "mcpServers": {
    "bolor-brain": {
      "command": "python",
      "args": ["-m", "mcp_server"],
      "cwd": "/path/to/bolor-brain-mcp"
    },
    "nsaf": {
      "command": "python3",
      "args": ["nsaf_mcp_server.py"],
      "cwd": "/path/to/nsaf",
      "env": { "PYTHONPATH": "/path/to/nsaf" }
    }
  }
}

Together: Bolor Brain reasons about WHAT to do. NSAF evolves HOW to do it better. Claude Code executes.

See skills/nsaf.md and skills/orchestrate.md for combined workflows.

Testing

bash

pytest tests/ -v
# 376 tests

Project Structure

Code

mcp_server.py                    # MCP server (11 tools)
persistence.py                   # JSON persistence to ~/.bolor-brain/
modules/
  config.py                      # Configuration
  reasoning_engines/
    symbolic_reasoner.py          # Forward/backward chaining
    knowledge_graph.py            # Graph-based knowledge
    case_based_reasoner.py        # 4R cycle (retrieve, reuse, revise, retain)
    hypothesis_engine.py          # Hypothesis generation and testing
    analogical_reasoner.py        # Cross-domain pattern transfer
    hybrid_reasoner.py            # Orchestrates all 5 engines
skills/                          # Claude Code skills
  reason.md, debug.md, decide.md, learn-from.md, nsaf.md, orchestrate.md
tests/                           # 376 tests
AGENT_GUARDRAILS.md              # Production safety guidelines

Author

Bolorerdene Bundgaa

Website: bolor.me
Email: bolor@ariunbolor.org

License

MIT -- see LICENSE

Read the full README →View source on GitHub →

Related MCP Servers

View all in Knowledge & Memory View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

103

Package downloads in the last 30 days.

Last commit

4mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Bolor Brain MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "bolor-brain-mcp": { "command": "npx", "args": ["-y", "bolor-brain-mcp"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/bolor-brain-mcp?style=directory)](https://allmcps.com/mcp/bolor-brain-mcp)

HTML Embed

<a href="https://allmcps.com/mcp/bolor-brain-mcp"><img src="https://allmcps.com/api/badge/bolor-brain-mcp?style=directory" alt="Bolor Brain MCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryKnowledge & Memory

52Quality signal: Good · 52/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools25/30

Adoption & activity4/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

★ Spotlight Slot

Feature Your MCP Server

Get maximum visibility for your server across our directory, search results, and detail pages.

Spotlight Your Server

Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge and attach your website — proof is checked automatically, then reviewed by our team.

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🧠 Knowledge & Memory →Best MCP servers for Memory & Knowledge →Alternatives to Bolor Brain MCP →Install in Claude Desktop Install in Cursor Install in VS Code

Bolor Brain MCP

Cognitive architecture MCP server with memory, learning, and contextual understanding

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "bolor-brain-mcp": {
      "url": "https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (11)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Bolor Brain MCP.

reason_hybrid

Auto-selects best reasoning approach for any query

reason_symbolic

Forward/backward chaining with facts and rules

reason_knowledge_graph

Graph traversal, path finding, relationship exploration

reason_case_based

Find similar past problems and their solutions

reason_hypothesis

Generate and test hypotheses from observations

reason_analogical

Cross-domain pattern transfer (atom ~ solar system)

Documentation Overview

Bolor Brain MCP

Pure intelligence for Claude Code. Reasoning, memory, and learning -- nothing else.

What Is This?

Bolor Brain is an MCP server that gives Claude Code a brain: structured reasoning, persistent memory, and learning from experience.

Code

User --> Claude Code (Gateway + Executor)
              |
         +----+----+
    Bolor Brain   NSAF
      (MCP)       (MCP)
      THINK       EVOLVE

Claude Code = Gateway + tool execution + sessions + permissions
Bolor Brain = Reasoning engines + memory + learning + persistence
NSAF = Strategy evolution + self-improvement (separate MCP server)

Bolor Brain does NOT execute anything. No file ops, no scheduling, no autonomous loop. Claude Code already does all of that. Bolor Brain only thinks.

Quick Start

1. Install

bash

git clone https://github.com/photoxpedia/bolor-brain-mcp.git
cd bolor-brain-mcp
pip install -e .

2. Configure Claude Code

Add to ~/.claude/mcp-config.json:

config.json

{
  "mcpServers": {
    "bolor-brain": {
      "command": "python",
      "args": ["-m", "mcp_server"],
      "cwd": "/path/to/bolor-brain-mcp"
    }
  }
}

3. Use

Code

/reason Why is Python popular for data science?
/debug API returns 500 errors under load
/decide PostgreSQL or MongoDB for our app?
/learn-from We fixed the memory leak by increasing connection pool

MCP Tools (11)

Reasoning (6)

Tool	What It Does
`reason_hybrid`	Auto-selects best reasoning approach for any query
`reason_symbolic`	Forward/backward chaining with facts and rules
`reason_knowledge_graph`	Graph traversal, path finding, relationship exploration
`reason_case_based`	Find similar past problems and their solutions
`reason_hypothesis`	Generate and test hypotheses from observations
`reason_analogical`	Cross-domain pattern transfer (atom ~ solar system)

Memory (4)

Tool	What It Does
`remember`	Store a case, fact, node, or edge
`recall`	Retrieve matching cases or facts
`learn`	Store problem/solution/outcome (shortcut for remember)
`forget`	Delete a case or fact by ID

Utility (1)

Tool	What It Does
`brain_stats`	Cases, facts, nodes, edges count

Skills (6)

Skill	When To Use
`/reason`	Deep analysis of any complex problem
`/debug`	Systematic bug hunting with hypothesis testing
`/decide`	Evidence-based technical decisions
`/learn-from`	Store experiences for future use
`/nsaf`	NSAF evolution integration (requires NSAF MCP)
`/orchestrate`	Meta-orchestration combining Bolor Brain + NSAF

Persistence

Brain state persists to ~/.bolor-brain/ as JSON:

Code

~/.bolor-brain/
  cases.json       # Problem -> solution -> outcome
  facts.json       # Symbolic reasoning facts
  knowledge.json   # Knowledge graph (nodes + edges)

Knowledge compounds over time. Solve a bug once, recall the solution instantly next time.

With NSAF

Add NSAF to get evolution capabilities:

config.json

{
  "mcpServers": {
    "bolor-brain": {
      "command": "python",
      "args": ["-m", "mcp_server"],
      "cwd": "/path/to/bolor-brain-mcp"
    },
    "nsaf": {
      "command": "python3",
      "args": ["nsaf_mcp_server.py"],
      "cwd": "/path/to/nsaf",
      "env": { "PYTHONPATH": "/path/to/nsaf" }
    }
  }
}

Together: Bolor Brain reasons about WHAT to do. NSAF evolves HOW to do it better. Claude Code executes.

See skills/nsaf.md and skills/orchestrate.md for combined workflows.

Testing

bash

pytest tests/ -v
# 376 tests

Project Structure

Code

mcp_server.py                    # MCP server (11 tools)
persistence.py                   # JSON persistence to ~/.bolor-brain/
modules/
  config.py                      # Configuration
  reasoning_engines/
    symbolic_reasoner.py          # Forward/backward chaining
    knowledge_graph.py            # Graph-based knowledge
    case_based_reasoner.py        # 4R cycle (retrieve, reuse, revise, retain)
    hypothesis_engine.py          # Hypothesis generation and testing
    analogical_reasoner.py        # Cross-domain pattern transfer
    hybrid_reasoner.py            # Orchestrates all 5 engines
skills/                          # Claude Code skills
  reason.md, debug.md, decide.md, learn-from.md, nsaf.md, orchestrate.md
tests/                           # 376 tests
AGENT_GUARDRAILS.md              # Production safety guidelines

Author

Bolorerdene Bundgaa

Website: bolor.me
Email: bolor@ariunbolor.org

License

MIT -- see LICENSE

Read the full README →View source on GitHub →

Related MCP Servers

View all in Knowledge & Memory View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

npm downloads

103

Package downloads in the last 30 days.

Last commit

4mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Bolor Brain MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "bolor-brain-mcp": { "command": "npx", "args": ["-y", "bolor-brain-mcp"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/bolor-brain-mcp?style=directory)](https://allmcps.com/mcp/bolor-brain-mcp)

HTML Embed

<a href="https://allmcps.com/mcp/bolor-brain-mcp"><img src="https://allmcps.com/api/badge/bolor-brain-mcp?style=directory" alt="Bolor Brain MCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryKnowledge & Memory

52Quality signal: Good · 52/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools25/30

Adoption & activity4/15

Community engagement0/10

★ Spotlight Slot

Feature Your MCP Server

Get maximum visibility for your server across our directory, search results, and detail pages.

Spotlight Your Server

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🧠 Knowledge & Memory →Best MCP servers for Memory & Knowledge →Alternatives to Bolor Brain MCP →Install in Claude Desktop Install in Cursor Install in VS Code