Robin Saige we check the tools AI agents call

Gluecron

com.gluecron/gluecron

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

— the operator's own registry description reported

Publisher com.gluecron · first seen 2026-08-12 · endpoint https://gluecron.com/mcp

allow
verdict
rich-solo
cluster
ok_tools
answers
60
tools served

Dependency rating derived

allow — rich-solo — safe to depend on

Cluster rich-solo · distinctiveness 0.447 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency115 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools60
vs populationhigh
capabilities2
harnessA
Trust — can it rely on it?
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_b0305a2c0b9fc52d59a7167a · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

gluecron_acquire_lease gluecron_ai_cost_summary gluecron_assign_issue gluecron_atomic_multi_file_commit gluecron_cancel_workflow_run gluecron_chat_continue gluecron_chat_with_repo gluecron_clone_url gluecron_close_issue gluecron_close_pr gluecron_comment_issue gluecron_comment_pr gluecron_create_agent_session gluecron_create_branch gluecron_create_issue gluecron_create_pr gluecron_delete_file gluecron_delete_repo gluecron_explain_repo gluecron_find_symbol gluecron_fork_repo gluecron_generate_commit_message gluecron_generate_pr_description gluecron_generate_release_notes gluecron_generate_tests gluecron_get_agent_budget gluecron_get_commit gluecron_get_pr gluecron_get_preview_url gluecron_get_workflow_logs gluecron_get_workflow_run gluecron_label_issue gluecron_list_prs gluecron_list_tree gluecron_merge_pr gluecron_open_draft_pr gluecron_pr_status_summary gluecron_propose_doc_update gluecron_propose_migration gluecron_provision_pr_sandbox gluecron_read_file gluecron_refactor_across_repos gluecron_release_lease gluecron_reopen_issue gluecron_repo_explain_codebase gluecron_repo_health gluecron_repo_list_issues gluecron_repo_read_file gluecron_repo_search gluecron_request_changes gluecron_search_issues gluecron_search_prs gluecron_search_repos gluecron_semantic_search gluecron_ship_spec gluecron_trigger_workflow gluecron_unlabel_issue gluecron_update_repo gluecron_voice_to_pr gluecron_write_file

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific60/60
has a description60/60
description is substantive60/60
parameters are typed60/60
parameters are described23/6023/60

60 of 60 tools graded · 60 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
1.0
server version gluecron

Capabilities: resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:58:10Zok_tools2001152025-06-18
2026-08-12T05:33:25Zok_tools2001492025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/com.gluecron/gluecron.svg)](https://robinsaige.com/s/com.gluecron/gluecron)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

← overview