Opencollab MCP Server
opencollab-mcp
PyPI
v0.5.0
Published by prakhar1605 — no publish provenance, so origin is unverified, but the source is public: the repository link below is self-declared yet readable, so you can inspect the code before adopting it.
AI-powered open source contribution matchmaker — finds perfect 'good first issues' matched to YOUR skills
The grade answers one question — how safe is this server for you to adopt — so it is computed in two auditable stages. Nothing below is an opinion or an LLM's guess; every line is a real term the deterministic engine applied, and the same input always yields the same number.
1. Threat score — 100 − 0 = 100. What the published surface and source actually contain:
The deterministic scan raised no scored threat in the surface it inspected — the threat score stayed at 100. Capability observations and advisory notes are recorded but never lower it.
2. Client adoption risk — 100 − 1 = 99. Three small, subtract-only factors that reflect your risk in adopting it — a clean scan proves less on a powerful, unverified or barely-inspectable package, so the grade says so plainly:
| Points | Adoption-risk factor |
|---|---|
| −1 | publisher verification (public source) — no provenance, but the source is public and inspectable |
Capability observations and info notes are shown under Findings but never scored.
Open any row's finding below for the file, line and evidence behind a deduction.
Findings 0
Tools 22
Each tool and what it can reach — statically extracted from the published source.
opencollab_analyze_profileno sensitive capabilityopencollab_check_issue_availabilityno sensitive capabilityopencollab_compare_reposno sensitive capabilityopencollab_contribution_readinessno sensitive capabilityopencollab_contributor_leaderboardno sensitive capabilityopencollab_dependency_checkno sensitive capabilityopencollab_find_issuesno sensitive capabilityopencollab_find_mentor_reposno sensitive capabilityopencollab_first_timer_scoreno sensitive capabilityopencollab_generate_pr_planno sensitive capability
Show 12 more tools ↓
opencollab_impact_estimatorno sensitive capabilityopencollab_issue_complexityno sensitive capabilityopencollab_label_explorerno sensitive capabilityopencollab_match_meno sensitive capabilityopencollab_recent_prsno sensitive capabilityopencollab_repo_activity_pulseno sensitive capabilityopencollab_repo_healthno sensitive capabilityopencollab_repo_languagesno sensitive capabilityopencollab_similar_reposno sensitive capabilityopencollab_stale_issue_finderno sensitive capabilityopencollab_trending_reposno sensitive capabilityopencollab_weekend_issuesno sensitive capability
What this scan could not see
- Tools were statically extracted from the published source (22 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Versions 1
Scan history per published version. The engine is deterministic — the same version always yields the same score, so a changed score means the package itself changed.
| Version | Score | Findings | Engine | Scanned |
|---|---|---|---|---|
v0.5.0 latest |
A 99/100 | 0 | 1.13.0 | 2026-08-25 |
Embed this score
Show this server's live Trust Score in your README, docs or website. The badge is served straight from the registry and updates automatically after every rescan — no API key needed. It links back to this page, so anyone who sees the grade can also read the findings behind it instead of taking a number on faith.
Verify this score yourself
The score above is reproducible: the same package version always yields the same result. Run it locally or over the free API — no account, no LLM, fully deterministic.
npx mcptrustchecker scan opencollab-mcp --online --registry pypiMore in Developer Tools
Hotel booking MCP server — 300K+ properties, real confirmation numbers, loyalty programs. Builders monetize every booking via Stripe Connect. The first MCP server that completes real hotel reservations inside AI conversations.
Manage AdGuard Home through AI assistants
Read-only Azure DevOps for MCP clients using only your existing browser session — no PAT, no Azure CLI. Browse work items, pull requests, comments, attachments and Artifacts feeds across every project, repo and feed you can access.
MCP server for Adobe Experience Manager Assets integration development
Servidor MCP para el tiempo oficial de España (API pública OpenData de AEMET). Predicción, observación y avisos como herramientas MCP tipadas.
A standalone MCP stdio bridge for Affinity by Canva's local MCP SSE server.