An MCP server that lets AI agents search, save, preview, download, and cart satellite scenes from ISRO's Bhoonidhi portal in natural language, with search and saved queries requiring no login and downloads/cart operations using an out-of-band session.
Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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geovicco-dev
Source: Glama
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BHOONIDHI_MCP_FUZZY_THRESHOLD88 Score (0–100) a satellite-name match must clear to be confident; below it, candidates are returned for the agent to confirm.BHOONIDHI_MCP_MAX_RESULTS50 Maximum scenes returned inline by search_scenes.BHOONIDHI_MCP_DOWNLOAD_PARALLEL4 Parallel download workers.BHOONIDHI_MCP_DOWNLOAD_ROOT~/Downloads Allow-listed root every download writes under, as <root>/<slug>/. The agent cannot choose an arbitrary path.BHOONIDHI_USERNAMElogin, you can instead set / BHOONIDHI_PASSWORD in theBHOONIDHI_PASSWORDlogin, you can instead set BHOONIDHI_USERNAME / in theBHOONIDHI_MCP_LARGE_DOWNLOAD_MB500 Once a download's live byte total (or known size) passes this, the status flags it large and steers the agent to hand off or run a standalone command.Tool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
15/15 tools missing one or more hints — list_archive (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); resolve_location (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_scenes (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +12 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
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