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Geobble

REMOTE · API.GEOBBLE.COM

Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps

Available components

+42 this week 74 Trust /100

Last scanned (17 hours ago)

Scores higher than 66% of remote servers

Reachable. Last reached 23 Oct 2026.

Category Maps and Location

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security81
Transport & Reachability100
Schema Quality & AI Usability72
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 3949 tokens (~56/item across 70 items; 65 tools + 5 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management20
  • Stability observed for 6 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage72
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 1% of tool parameters carry a description.Partial
  • Structured output schemas are declared (5% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • All 7 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
  • An AI judge read all 67 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
  • Supports UI / widget rendering.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 23 Oct 26 0
    • Resource “Geobble workbench” now points somewhere else: ui://geobble/workbench-v1.html → ui://geobble/workbench-v2.html security
    • New resource “Geobble workbench (v1)” functional
  • 22 Oct 26 +1
    • Tool “geobble_source_download_status” rewrote its description, which is the text the model reads security
    • Tool “geobble_source_prepare_download” rewrote its description, which is the text the model reads security
  • 20 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 18 Oct 26 +1
    • Stability: unverified → 0.03 ▲ functional
  • 17 Oct 26 +39
    • Transport: unverified → pass ▲ security
    • Injection markers: unverified → pass ▲ security
    • First check of Judged manipulation: pass security
    • Authorization: Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token. security
    • MCP protocol: unverified → pass ▲ functional
    • Schema quality: unverified → 100 ▲ functional
    • Tool coverage: unverified → 100 ▲ functional
    • First check of Schema quality: fail functional
    • First check of Schema quality: fair functional
    • First check of Tool coverage: 1 functional
    • First check of Capabilities: pass functional
    • First check of Destructive annotations: 100 functional
    • First check of Schema quality: pass functional
    • First check of Tool coverage: 5 functional
  • 16 Oct 26 32

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 23 Oct 2026 · Probed https://api.geobble.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=geobble.com CN=YE2,O=Let's Encrypt,C=US 1 Sept 2026 30 Nov 2026 ECDSA 256 ECDSA-SHA384 6e818c1ace21e2b865a537484f86c6ffad1
SANs: *.geobble.com, geobble.com
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of api.geobble.com. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
geobble.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Enforced and verified

The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.

Result Enforced and verified
Enforced On tool calls
HTTP status 200

WWW-Authenticate challenge Bearer resource_metadata="https://api.geobble.com/.well-known/oauth-protected-resource/mcp", scope="geobble:mcp"

Bearer resource_metadata="https://api.geobble.com/.well-known/oauth-protected-resource/mcp", scope="geobble:mcp"

Protected resource metadata

Document https://api.geobble.com/.well-known/oauth-protected-resource/mcp
Retrieved Yes
Resource https://api.geobble.com/mcp
Authorisation server https://api.geobble.com/auth

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.geobble.com/mcp Verified 200
http (plaintext) http://api.geobble.com/mcp Inconclusive 404
MCP tools · 65 exposed · ~3,552 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
geobble_resource_restore ~41

Restore an eligible dataset, collection, map, or project from trash.

NameTypeReqDescription
resourceIdstringyes–
resourceTypestringyes–

No output schema declared.

No examples provided.

geobble_resource_share_grant ~58

Preview granting a user, organization, or public share.

NameTypeReqDescription
expiresAt–––
resourceIdstringyes–
resourceTypestringyes–
rolestringyes–
target–yes–

No output schema declared.

No examples provided.

geobble_resource_share_revoke ~28

Preview revoking an existing share.

NameTypeReqDescription
shareIdstringyes–

No output schema declared.

No examples provided.

geobble_resource_view ~42

Fetch and render an accessible collection, project, map, or source for visual inspection.

NameTypeReqDescription
identifierstringyes–
kindstringyes–

No output schema declared.

No examples provided.

geobble_search ~75

Search accessible geospatial resources — datasets, projects, published maps, and collections — in one ordered result set. Use it to find GIS data or a map before calling the get tools.

NameTypeReqDescription
kindsarray––
limitinteger––
offsetinteger––
querystring––

No output schema declared.

No examples provided.

geobble_search_view ~61

Search accessible Geobble resources and render an interactive result grid. Use when visual selection would help the user.

NameTypeReqDescription
kindsarray––
limitinteger––
offsetinteger––
querystring––

No output schema declared.

No examples provided.

geobble_source_download_status ~71

Poll a prepared geospatial export and return a fresh download capability once the format conversion is ready. Repeat the same filter used to prepare the export; a different filter is a different artifact and it is not enqueued here.

NameTypeReqDescription
downloadobjectyes–
sourceIdstringyes–

No output schema declared.

No examples provided.

geobble_source_import_url ~49

Import a geospatial dataset from a public URL, validated against SSRF and enqueued as a bounded import.

NameTypeReqDescription
ownerHandlestringyes–
uploadobjectyes–

No output schema declared.

No examples provided.

geobble_source_prepare_download ~97

Prepare a dataset download and return a short-lived download capability, or enqueue a billed export when the requested GIS format needs conversion. An optional stateless filter (bbox, typed attribute predicates, column projection, row cap) produces a snapshot export; parquet filters are computed with DuckDB over the source GeoParquet. Repeat the same filter when polling status.

NameTypeReqDescription
downloadobjectyes–
sourceIdstringyes–

No output schema declared.

No examples provided.

geobble_source_prepare_upload ~67

Prepare a dataset upload: create a pending spatial source and return a presigned upload capability for GIS files such as GeoJSON, Shapefile, GeoPackage, KML, or CSV with coordinates.

NameTypeReqDescription
ownerHandlestringyes–
uploadobjectyes–

No output schema declared.

No examples provided.

geobble_source_update_metadata ~41

Update a dataset's descriptive, temporal, provenance, and review metadata.

NameTypeReqDescription
patchobjectyes–
sourceIdstringyes–

No output schema declared.

No examples provided.

geobble_studio_add_layer ~59

Add a map layer using Studio defaults and Studio-owned fields. expectedSpecVersion is required to prevent stale writes.

NameTypeReqDescription
expectedSpecVersionintegeryes–
inputobjectyes–
projectIdstringyes–

No output schema declared.

No examples provided.

geobble_studio_set_basic_popup ~60

Configure the basic popup fields owned by the Studio editing surface. expectedSpecVersion is required to prevent stale writes.

NameTypeReqDescription
expectedSpecVersionintegeryes–
inputobjectyes–
projectIdstringyes–

No output schema declared.

No examples provided.

geobble_studio_update_settings ~57

Update Studio-owned map settings, including contour lines. expectedSpecVersion is required to prevent stale writes.

NameTypeReqDescription
expectedSpecVersionintegeryes–
inputobjectyes–
projectIdstringyes–

No output schema declared.

No examples provided.

map_publish ~125

Preview publishing a project as a new immutable map revision. Set targetMapId and expectedCurrentPublicationId to republish an existing map.

NameTypeReqDescription
descriptionstring––
embedEnabledboolean––
expectedCurrentPublicationIdstring––
expectedSpecVersionintegeryes–
idempotencyKeystringyes–
ownerHandlestringyes–
projectIdstringyes–
slugstring––
targetMapIdstring––
titlestring––
visibilitystring––

No output schema declared.

No examples provided.

Install

How do I install the Geobble MCP server?

Geobble is a hosted endpoint at https://api.geobble.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · api.geobble.com

# add to Claude Code
claude mcp add --transport http com-geobble-geobble 'https://api.geobble.com/mcp'
Common questions

What is the Geobble MCP server?

Geobble is an MCP server listed in the public MCP registry as com.geobble/geobble. Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps. This page covers its hosted endpoint (https://api.geobble.com/mcp).

Is the Geobble MCP server safe to use?

Geobble scores 74 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Geobble MCP server expose?

Geobble exposes 65 tools: geobble_search_view, geobble_resource_view, geobble_map_view, geobble_profile, geobble_account_list, and 60 more. Their descriptions and schemas cost roughly 3,552 tokens of context every time the server is loaded.

Does the Geobble MCP server require authentication?

Yes. Geobble asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.

Is the Geobble MCP server still maintained?

Geobble is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.