AI Reasoning Commons
AI Reasoning Commons is an MCP server that helps AI assistants search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.
Key facts
- Category
- Search & Retrieval
- GitHub stars
- 0
- Forks
- 0
- License
- —
- Last commit
- Jul 19, 2026
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 20, 2026
GitHub metrics
- Stars
- 0
- Forks
- 0
- Open issues
- 2
- Watchers
- 0
- Last commit
- Jul 19, 2026
Scores
GEO score
33/100
Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.
Needs ~7 days of metric history
Scores last calculated Jul 20, 2026.
Benchmark summary
Benchmark
25
Install
unknown
Startup
unknown
Last tested
Jul 20, 2026
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is AI Reasoning Commons?
AI Reasoning Commons is an MCP server that helps AI assistants search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth. It belongs to the Search & Retrieval category.
How to install AI Reasoning Commons
See the official documentation for installation instructions.
AI Reasoning Commons use cases
A general-purpose MCP server.
Safety notes
- Requires API token
- Yes
- Writes to external systems
- Yes
- Accesses local filesystem
- Unknown
- Connects to a database
- Yes
- Security docs
- No
Inferred by rule from each server's metadata, README, and category. "Unknown" means the signal could not be determined — always verify against the official docs before granting access.
Data sources
| Field | Value | Source | Confidence |
|---|---|---|---|
| Forks | 0 | GitHub REST API | high |
| Last commit | Jul 19, 2026 | GitHub REST API | high |
| Stars | 0 | GitHub REST API | high |
| Topics | agent-memory, ai-agent, ai-agents, ai-debugging, claude-code, coding-agents, cursor-ai, debugging, developer-tools, failure-analysis, failure-memory, llm-tools, mcp, mcp-server, mcp-tools, model-context-protocol, opencode, reasoning-cache, windsurf | GitHub REST API | high |
| Watchers | 0 | GitHub REST API | high |
| Has Authentication Docs | Yes | Repository README | medium |
| Has Security Docs | No | Repository README | medium |
| Risk level | High | Automated risk inference | medium |
| Connects Database | Yes | Automated risk inference | low |
| Requires Api Token | Yes | Automated risk inference | low |
| Uses Network Access | Yes | Automated risk inference | low |
| Writes External System | Yes | Automated risk inference | low |
Confidence reflects the source: high = GitHub REST API, medium = README-derived or synthesized, low = inferred from keywords. Fields that cannot be determined are shown as "Unknown" — never fabricated.
Recent changes
- Last commit: Jul 18, 2026 → Jul 19, 2026
- Last commit: Jul 17, 2026 → Jul 18, 2026
- Last commit: Jul 16, 2026 → Jul 17, 2026
- Last commit: Jul 15, 2026 → Jul 16, 2026
- Last commit: Jul 14, 2026 → Jul 15, 2026
AI Reasoning Commons alternatives
- Agent Skills Search Server★ 23.2K · Apache-2.0 · Jul 10, 2026
Another Search & Retrieval MCP server with similar use cases.
- Exa MCP★ 4.7K · MIT · Jul 18, 2026
Another Search & Retrieval MCP server with similar use cases.
- BoostedTravel★ 1.6K · license n/a · Jul 19, 2026
Another Search & Retrieval MCP server with similar use cases.
- brave★ 1.3K · MIT · Jul 19, 2026
Another Search & Retrieval MCP server with similar use cases.
- jjlabsio-korea-stock-mcp★ 158 · ISC · Jul 16, 2026
Another Search & Retrieval MCP server with similar use cases.
- apple-rag-mcp★ 117 · MIT · Jun 30, 2026
Another Search & Retrieval MCP server with similar use cases.
AI Reasoning Commons vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| AI Reasoning Commons | 0 | 0 | — | Jul 19, 2026 |
| Agent Skills Search Server | 23.2K | 1.5K | Apache-2.0 | Jul 10, 2026 |
| Exa MCP | 4.7K | 360 | MIT | Jul 18, 2026 |
| BoostedTravel | 1.6K | 91 | — | Jul 19, 2026 |
Frequently asked questions
What is AI Reasoning Commons?
AI Reasoning Commons is an MCP server that helps AI assistants search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth. It is categorized under Search & Retrieval.
What are good alternatives to AI Reasoning Commons?
Popular alternatives include Agent Skills Search Server, Exa MCP, BoostedTravel, and brave.
Last updated