altcheck
Uses the GitHub API to inspect public repositories, including stars, license information, recent activity, maintenance status, and contributor/bus-factor signals when vetting a repository or evaluating alternatives.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@altcheck find a viable open-source alternative to Intercom"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
altcheck
Open-source alternatives, without the abandonware.
Directories tell you what alternatives exist. altcheck tells you which ones are still safe to bet on, checked live against GitHub with the reasons printed next to each verdict.

npx altcheck notionAlternatives to notion: 3 VIABLE, 6 RISKY, 1 AVOID
VIABLE AppFlowy-IO/AppFlowy ★ 79k AGPL-3.0 pushed 8d ago bus 2
VIABLE docmost/docmost ★ 22k AGPL-3.0 pushed today bus 1
↳ bus factor 1: one person wrote most of it
RISKY outline/outline ★ 41k BUSL-1.1 pushed today bus 1
↳ source-available license (BUSL-1.1), not OSI open source
RISKY hcengineering/platform ★ 28k EPL-2.0 pushed 1d ago bus 3
↳ README says "no longer actively maintained"
RISKY mattermost-community/focalboard ★ 27k multi:AGPL-3.0 pushed 6mo ago bus 3
↳ no commits on the default branch in the last 12 weeks
...(Excerpt of real output from 2026-11-11.)
Outline has 41k stars and is often listed as an open-source Notion alternative, but its license is BUSL. Huly (28k★) still gets commits, but its README says the repo is frozen and the hosted service has shut down. Stars and "last commit" show neither.
Use it
npx altcheck intercom # alternatives + verdicts
npx altcheck vet hashicorp/terraform # vet any single repo
npx altcheck zapier --json --limit 5 # for scriptsAs an MCP server (Claude Code, Cursor, …)
claude mcp add altcheck -- npx -y altcheck --mcpTools: find_alternatives { tool } and vet_repo { repo }. Then ask: "We're about to buy Intercom. What's a viable open-source alternative?"
Related MCP server: gitlumen-mcp
What it checks
Signal | Verdict impact |
Archived, or no push in 365+ days | AVOID |
No commits on the default branch in 12 weeks / no push in 180+ days | RISKY |
Source-available license (BUSL, SSPL, Elastic, FSL, Commons Clause, PolyForm, Sustainable Use). Detected from the license text when GitHub says | RISKY |
No license, or one GitHub can't recognise | RISKY |
LICENSE file changed in the last 2 years on an old repo (possible relicensing) | RISKY if non-OSI, note otherwise |
Younger than 6 months (unproven), and bus factor 1 on a young repo | RISKY |
Multi-licensed with an OSI option (e.g. Redis 8, Elasticsearch: "AGPL or SSPL or …") | note |
Open-core (OSS core plus a proprietary | note |
Bus factor 1 on an established repo | note |
Candidates come from two places:
Seed: RunaCapital/awesome-oss-alternatives (MIT), 213 projects mapped to 134 proprietary tools.
Live: GitHub repos with 100+ stars whose description says they're an alternative to the tool. This catches the new AI-era projects the lists haven't added yet.
Rule: every verdict is computed live from public data. There's no sponsored ranking and no hand-written opinions.
Auth & limits
It uses GITHUB_TOKEN, GH_TOKEN or gh auth token if one is available. Each repo check costs about 5 requests. With a token (5,000 requests an hour) it checks 10 candidates by default. Without one, GitHub allows 60 an hour, so altcheck checks 5 candidates, which allows about 2 lookups an hour. It tells you when the limit resets.
How is this different from OpenSSF Scorecard / deps.dev?
Those score a repo you've already picked, mostly for security, and deps.dev reports Terraform (BUSL), Redis (AGPL-or-SSPL) and Chatwoot (open-core) all as non-standard. altcheck starts from the tool you want to replace, reads the license text to tell those cases apart, and gives a verdict with reasons that a person or an agent can act on.
Got a wrong result?
Open a "got this wrong" issue. It takes two minutes, and every report becomes a test case.
Honest limitations
Bus factor is computed from the top 100 contributors' commit counts. It's a rough signal.
"LICENSE changed" is often just a copyright-year bump. It's a prompt to look, not proof.
Live search depends on how a repo describes itself. A project that calls itself "an open-source Notion alternative" gets in even if it's really something else.
Which candidates make the cut is ordered, not ranked: live results (by stars) interleaved with the seed list. A good alternative can fall past
--limit, so raise it if you're unsure.Stable, finished software (few commits because nothing needs changing) gets flagged as stale. Read the reason, not just the label.
License-text detection reads the first 4 KB of the LICENSE file. A license explained only in a README or in per-file headers can be missed.
Measured on two blind benchmarks (60 repos and 40 tools in total, each never used for tuning and scored once; see
bench/):status 59/60;
exact license class 48/60, with every miss cautious: 0 cases of VIABLE for a non-OSS or abandoned repo;
search precision about 84%, then about 89% after one round of fixes.
Ambiguous brand names are noisy: "github" also matches Copilot and
github.comURLs; "framer" matches Framer Motion.Big projects that don't call themselves "an alternative to X" (Immich, Bitwarden, Mattermost) only appear if the seed list has them.
Projects not hosted on GitHub (GIMP, Krita, Inkscape) are invisible.
The MCP server is tested with the official MCP TypeScript SDK client over stdio, but not yet inside the Claude Code or Cursor apps.
Development
npm test # node:test, no network
npm run build:seed # regenerate data/seed.json from scripts/runa-README.snapshot.mdZero runtime dependencies. Node 18 or newer. MIT.
Available Tools
2 toolsfind_alternativesA
Find open-source alternatives to a proprietary tool or SaaS (e.g. "notion", "intercom") and vet each one live from GitHub: VIABLE / RISKY / AVOID with reasons (abandoned, archived, bus factor, source-available license, recent relicensing, young & unproven).
Inputs: tool (required), limit.
vet_repoA
Vet a single GitHub repo (owner/name) before adopting it: VIABLE / RISKY / AVOID with reasons.
Inputs: repo (required).
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 2 tools
find_alternatives takes a product/SaaS name and returns a vetted list, while vet_repo takes an owner/name slug and returns a single verdict, so the input shapes clearly separate them. There is mild conceptual overlap since find_alternatives embeds repo vetting, and an agent holding a known repo URL might hesitate between the two.
Both tools use a consistent snake_case verb_noun pattern (find_alternatives, vet_repo). The verbs are distinct and accurately describe the action, with no mixing of conventions.
Two tools is thin for a server, though the scope (find alternatives, vet a repo) is genuinely narrow so nothing is padded. It sits at the borderline where a third operation like compare or get_repo_details would round out the surface.
The core workflow—discover alternatives and vet a specific candidate—is fully covered, including the key risk signals (abandonment, license, bus factor). Minor gaps exist: no side-by-side comparison of multiple alternatives or retrieval of raw repo metadata beyond the verdict.
Maintenance
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