Openexp

Name: Openexp
Author: anthroos

by anthroos

Outsource your understanding. Capture every human-AI decision as a step in a trajectory; grade trajectories retroactively when outcomes land (deal closed, sprint shipped). Hooks + MCP server for Claude Code, Qdrant + FastEmbed local-first.

59 5 tools GitHub

No known CVEs

MIT license

Maintained

Last commit 34d ago

Works with most clients

Transport: sse

5 tools · ~277 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 1d ago

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Openexp is an MCP server that outsource your understanding. Capture every human-AI decision as a step in a trajectory; grade trajectories retroactively when outcomes land (deal closed, sprint shipped). Hooks + MCP server for Claude Code, Qdrant + FastEmbed local-first. Its tool list has not been published yet over sse, requires no API key, and scores 73/100 on MCPpedia's security, maintenance and efficiency rubric.

Data AI / ML

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopsse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "openexp": {
      "url": "<see-readme-for-url>"
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/openexp)](https://mcppedia.org/s/openexp)

Read me

What Openexp does

Capture trajectories raw. Grade only when reality returns its verdict. Build a labeled corpus of human-AI decisions tied to grounded outcomes.

Test This Server

This server supports HTTP transport. Be the first to test it - help the community know if it works.

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

73/100across 5 weighted dimensions

How we score →

0255075100

−27

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Inventory

Tools (5)

Click any tool to inspect its schema.

~277 tokens total

Inventory

Prompts (2)

anonymize

Takes raw trajectory data and produces an anonymized YAML trajectory with PII replaced by category tokens while preserving structural features

extract_experience

Reads anonymized trajectory plus terminal outcome label and produces facts-only meta.yaml with id, outcome label, duration, step count, category tokens, and license

Community

Reviews

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Frequently Asked Questions

Is Openexp safe to use?: Openexp has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
How do I install Openexp?: Openexp is a hosted remote MCP server - there is no local package to install. Configure your MCP client to connect to its endpoint instead of running it locally.
What can Openexp do?: Openexp provides 5 tools: SessionStart, UserPromptSubmit, PostToolUse, SessionEnd, openexp-use. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Openexp?: Openexp is compatible with claude-desktop, cursor, claude-code. It uses sse transport.
Is Openexp actively maintained?: Openexp is recently maintained - last commit was 34 days ago. It has 59 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is Openexp safe to use?

Openexp has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.

How do I install Openexp?

Openexp is a hosted remote MCP server - there is no local package to install. Configure your MCP client to connect to its endpoint instead of running it locally.

What can Openexp do?

Openexp provides 5 tools: SessionStart, UserPromptSubmit, PostToolUse, SessionEnd, openexp-use. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Openexp?

Openexp is compatible with claude-desktop, cursor, claude-code. It uses sse transport.

Is Openexp actively maintained?

Openexp is recently maintained - last commit was 34 days ago. It has 59 GitHub stars.