io.github.vishnu-77/openreflex
OpenReflex
Is the OpenReflex MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.
alive probed 2026-11-14 · unchanged since 2026-10-31
- Run it
- uvx openreflex@0.10.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- openreflex 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 584 characters
- Of a 1M window
- 0.6 % of a 1M context window
- Count
- 5.6k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 5.7k. The o200k_base estimate is 3.3k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/vishnu-77/openreflex
- Website
- https://openreflex.cc
- Registry
- active, updated 2026-10-27 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.69×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| get_execution_context | 766 | 454 | 14 % |
| record_outcome | 540 | 320 | 10 % |
| choose_path | 509 | 302 | 9 % |
| forget_experience | 492 | 292 | 9 % |
| search_experience | 465 | 276 | 8 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- GitLab io.github.vish288/mcp-gitlab · needs args
- io.github.vishalsachdev/canvas-mcp · needs env
- Munim io.github.vishalsg42/munim · needs args
- Subconscious io.github.vishaltorc/subconscious-mcp · needs mcp<2
- Code-Graph-RAG io.github.vitali87/code-graph-rag · needs env
- Cookidoo MCP io.github.vitaliemiron/cookidoo-mcp · alive
- AgentTrust io.github.vitaliiserbynassisterr/agenttrust · crashed on start
- Ukrainian Language Reference (vitalinguist) io.github.vitalinguist/ukr-vitalinguist-mcp · crashed on start
Servers that mention diagnostics or optional.
- Karma for AIs ai.karmafor/karma-library · alive
- ai.pullpush/pullpush-mcp · needs auth
- SearchConsole.ai ai.searchconsole/searchconsole-ai · needs auth
- ai.smithery/BowenXU0126-aistudio_hw3 · not found
- ai.smithery/arjunkmrm-ahoy2 · not found
- ai.smithery/arjunkmrm-py-test-0 · not found
- ai.smithery/arjunkmrm-sg-bus-test · not found
- MCP health — MCP directory health check diagnostics app.rowb.mcp-health/probe · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.