"Desktop software without licensing requirements" matching MCP connectors:
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Coding agents in multi-service codebases routinely rebuild existing helpers, trust stale type definitions, and modify API contracts without knowing who consumes them. Carrick solves this by indexing your entire TypeScript ecosystem across service and repository boundaries. By integrating deeply with the TypeScript compiler, Carrick traces every route, type, and cross-service call while recording function behaviour so agents search by intent rather than name. Delivered via MCP for AI agents and LSP for IDEs, Carrick ensures models see existing endpoints and utilities before generating new code. The scanner is source-available and runs from your CLI or CI pipeline.
Repair broken JSON without changing values, find the exact error, outline or query big payloads.
Package versions, licences and known vulnerabilities for npm, PyPI, crates, Go, Maven, NuGet
**Can AI actually read your page?** ChatGPT, Perplexity, Claude and Google's AI Overviews fetch pages very differently from your browser — no JavaScript, tight timeouts, and a robots.txt rulebook of their own. Lekta fetches a URL exactly the way they do and grades what survives, **A+ to F**. This is the technical half of **AEO** (answer engine optimization) and **GEO** (generative engine optimization): before a model can cite you, it has to be able to fetch you, parse you, and find one sentence worth quoting. **The loop this server was built for:** `Audit https://mysite.com/pricing with Lekta, apply the fixes it lists, audit it again, and show me the difference.` Your agent gets a graded verdict, a ranked fix plan with the exact markup to paste, and a diff that proves the change landed. Repeat until A+. **Four layers, 100 points:** **Access** 25 — do the ~17 AI crawler tokens get past robots.txt? **Indexability** 25 — how much content survives without JavaScript? **Answerability** 30 — is there a single quotable sentence an engine can lift? **Recency** 20 — can a model tell when this page was last true? **What this is not:** a rank tracker. Lekta will not tell you how often ChatGPT mentions your brand. It tells you whether your page can be read and quoted when it does — the part you can actually fix. **No black box.** Every finding cites its basis — an RFC, a vendor doc, or a dated measurement we ran. The engine is versioned with a public changelog: a score never moves without a published shift table. **Tools:** `lekta_audit` (fresh fetch) · `lekta_report` (cached read) · `lekta_fix_plan` (ranked, paste-ready) · `lekta_diff` (before/after) · `lekta_my_sites` Listing tools is open. Tool calls need a free key from lekta.dev/en/panel/api — send `Authorization: Bearer lekta_…` or `x-api-key`. Cached reads, fix plans and diffs cost nothing; only fresh fetches count against the daily limit. **Topics:** AEO · GEO · AI SEO · LLM SEO · answer engine optimization · generative engine optimization · AI crawler access (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) · JavaScript-free indexability · structured data · content freshness
Hosted MCP that shrinks coding-agent context before the model call; architecture checks without an LLM. Zero data retention.
Software Heritage MCP. The archive of public source code: which repositories have been archived…
Declare what your app does and where it operates; get cited, jurisdiction-specific findings.
152 reglas con postura: enforce bloquea el PR, prefer se justifica. Clean Code, SOLID y agentes.
Bounded software search, unknown requirements, and the origins of project identifiers.
requirements.txt name count, versions discarded
Refactor legacy code into modern, idiomatic code without changing its behavior.
Extract declared website CSS color literals and counts without a browser or page text
Software supply chain security: SBOMs, vulnerabilities, fixes, policies and compliance data.
Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.
Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.
Review connected software projects, submit local findings and read reports with explicit approval.
Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.
Discover software problems, analyze evidence, and create implementation-ready Build plans.
Compare two JSON files deeply without worrying about key or array order. Detect missing, extra, an…
