io.github.ratomirjovanovic/pandaward
PandaWard
Is the PandaWard MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-12.
Local, evidence-based application security assessment with an evidence ledger and retests.
alive probed 2026-11-15 · unchanged since 2026-11-12
- Bundle
- https://github.com/ratomirjovanovic/pandaward/releases/download/v0.2.15/pandaward-mcp.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
- Host
- github.com
- Reports itself as
- pandaward 0.2.15
- Capabilities
- tools
- Instructions
- 379 characters
- Of a 1M window
- 0.3 % of a 1M context window
- Count
- 3.2k tokens in Claude Opus 5.5, exact, measured 2026-11-06. With the Claude Code prefix mcp__…__ on each tool name: 3.3k. The o200k_base estimate is 1.8k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/ratomirjovanovic/pandaward
- Website
- https://pandaward.dev/
- Registry
- active, updated 2026-11-11 · registry entry
- Changes
- 4 recorded, reachable in 4 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.80×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| pandaward_propose_attestation | 591 | 329 | 18 % |
| pandaward_prepare_feedback | 499 | 278 | 16 % |
| pandaward_record_hypothesis | 408 | 227 | 13 % |
| pandaward_list_entrypoints | 219 | 122 | 7 % |
| pandaward_get_findings | 201 | 112 | 6 % |
Compare this server with others.
More servers
Other registry entries on github.com, the ones next to this name; all of them.
- io.github.r00tify/crashdx · not found
- Argus io.github.r0ptik/argus · error
- CodeSampleX io.github.r2cuerdame/codesamplex · alive
- Transcripted io.github.r3dbars/transcripted · crashed on start
- pty-mcp io.github.raychao-oao/pty-mcp · install failed
- Longevity Cell Therapy Weekly io.github.recs84/longevity-cell-therapy-weekly · alive
- Reef io.github.reef-vcs/reef · crashed on start
- TMCRA Agent Memory io.github.reshuibuduo/tmcra-mcp-server · crashed on start
Servers that mention application or assessment.
- Aevia ai.aeviamodeler/aevia · needs auth
- ai.agentlookups/overassessed · alive
- AppDeploy ai.appdeploy/deploy-app · needs auth
- Freudly psychological tests ai.freudly/tests · alive
- Patent Data ai.patentdata/patent-data · needs auth
- ResuMax ai.resumax/resumax · needs auth
- RegLayer Instant Decision Briefs ai.reglayer/instant-decision-briefs · alive
- TEK BOSS Small Business AI Strategy Assessment ai.tekboss/assessment · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-06 08:39 | alive | 99 ms | 15 | 3.2k | 1.8k |
| 2026-11-05 08:38 | alive | 52 ms | 14 | 2.7k | 1.5k |
| 2026-10-31 07:40 | alive | 113 ms | 14 | 2.6k | 1.4k |
| 2026-10-29 07:48 | alive | 125 ms | 13 | 2.4k | 1.3k |
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.