io.github.b1tninja/hardly
hardly
Is the hardly MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-09.
Generic HAR analysis MCP server: index and query captures without burning tokens on raw files.
alive probed 2026-11-14 · unchanged since 2026-11-09
- Run it
- uvx hardly@1.0.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- hardly 4.1.6
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 2 959 characters
- Of a 1M window
- 2.7 % of a 1M context window
- Count
- 27k tokens in Claude Opus 5.5, exact, measured 2026-10-29. With the Claude Code prefix mcp__…__ on each tool name: 28k. The o200k_base estimate is 15k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/b1tninja/hardly
- Registry
- active, updated 2026-10-29 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.81×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| hardly_write_export | 917 | 507 | 3 % |
| hardly_browser_capture_discover | 875 | 484 | 3 % |
| hardly_browser_start | 789 | 436 | 3 % |
| hardly_send_site_crawl | 781 | 432 | 3 % |
| hardly_send_catalog_verify | 751 | 415 | 3 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- io.github.azerbaijan-mcp/azstat · alive
- io.github.azerbaijan-mcp/cbar · alive
- io.github.azerbaijan-mcp/dict · alive
- cmxflow io.github.b-shields/cmxflow · alive
- Beget Hosting io.github.badigit/beget-mcp · alive
- OwnMetrics io.github.badisbenhamida/ownmetrics-mcp · alive
- ask-fable io.github.baggybin/ask-fable · alive
- io.github.barangaroo/crosstabs · needs mcp<2
Servers that mention analysis or captures.
- agency.lona/trading · needs auth
- aTars MCP ai.aarna/atars-mcp · server error
- ARPI MCP ai.arpi/arpi-mcp · no DNS
- Axon NeuroAutomata ai.axonagentic/neuroautomata · needs auth
- Bareun — Korean NLP & Spell/Grammar Checking ai.bareun/bareun · alive
- Data Parrot AI Revenue Analyst for HubSpot ai.dataparrot/data-parrot · needs auth
- CreativeScope — Mobile Game Ad Creative Intelligence ai.creativescope/creative-intelligence · alive
- Draconic Market Intelligence ai.draconic/market-intelligence · needs auth
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
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.