Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"codemore": {
"command": "npx",
"args": [
"-y",
"codemore",
"serve-mcp"
]
}
}
}Run this in your terminal
claude mcp add codemore -- npx -y codemore serve-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"codemore": {
"command": "npx",
"args": [
"-y",
"codemore",
"serve-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"codemore": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"codemore",
"serve-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account abhinavteja123, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.8) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Tools MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
AI agents ship code fast — and ship bugs fast. CodeMore scans the code, then hands the agent that wrote it a machine-readable report with the exact fix and the criteria to verify it. The agent closes its own findings.
Website · Docs · Rule Catalog · Report Schema · Changelog
npx codemore@latest scan .
64 native rules · 8 external adapters · CLI · MCP server · VS Code extension · GitHub Action — one report, byte-identical on every surface.
AI-assisted coding ships vulnerabilities at a measured, growing rate:
| Finding | Source |
|---|---|
| 45% of AI-generated code carries an OWASP Top-10 vulnerability | Veracode 2025/26 |
| 98% of 1,072 scanned vibe-coded sites had ≥ 1 security flaw | Symbiotic |
| 70% of audited Lovable apps shipped with Supabase RLS disabled | DEV |
| 2× baseline secret-leak rate on AI-tool-assisted commits | GitGuardian SOSS 2026 |
| 35 CVEs/month attributed to AI-generated code (was 6/month in January) | March 2026 |
Existing scanners (SonarQube, DeepSource, Snyk) target human reviewers sitting at dashboards. But this code wasn't written by a human — and the LLM that wrote it is fully capable of fixing its own bug, *if the report is shaped for a machine reader*.
That's the wedge. CodeMore is not another SAST dashboard. It's the report contract between a scanner and a coding agent: every finding carries a suggestedFix with a patch template and explicit verificationCriteria — not just "here's a problem," but "here's exactly how to know you fixed it."
The agent that wrote the bug can also write the fix — if it can read the report.
npx codemore@latest scan .
Prints a summary to the terminal. Add --json for the full report on stdout, or --out codemore-report.json to write it to disk: every finding pinned to file:line:column with rule citation, fix template, and verification criteria. Pipe it to your agent and watch findings close.
npm install -g codemore # once — or prefix each command below with `npx codemore@latest`
codemore update # global install pinned an old version? this pulls latest codemore scan . --fail-on BLOCKER # CI gate: non-zero exit on any BLOCKER codemore scan . --external-tools ruff,biome # opt in to external tools codemore scan . --external-tools all # ruff · golangci-lint · clippy · biome · bandit · gitleaks · npm-audit · pip-audit codemore scan . --format sarif --out codemore.sarif # GitHub code scanning (upload-sarif) codemore fix . --rule --write # agentic fix loop from the CLI (needs an LLM API key) codemore baseline create # adopt on an existing repo without drowning in legacy findings
npx codemore mcp # print config snippet + every client's config path
npx codemore mcp install --client cursor # merge into existing config (backs up first, --dry-run supported)
Manual config snippet
{
"mcpServers": { "codemore": { "command": "npx", "args": ["-y", "codemore@latest", "serve-mcp"] } } }
Six tools exposed: scan_project · scan_file · explain_issue · suggest_fix · apply_fix · validate_fix.
Per-client setup, exact config paths, and verified handshake evidence (Claude Code, Cursor, Claude Desktop, Codex CLI): docs/ide-matrix.md.
Install CodeMore from the VS Code Marketplace (Extensions → search "CodeMore" → Install), or build the VSIX yourself:
npm run vsce:package # builds codemore-<version>.vsix
code --install-extension codemore- .vsix
Inline diagnostics; code-action quick-fix invokes the agentic loop (plan → generate → validate → retry, max 3 attempts).
# .github/workflows/codemore.yml
on: pull_request: branches: [main] jobs: scan: runs-on: ubuntu-latest permissions: contents: read pull-requests: write steps:
PR-comment bot; only fails the build on findings new since the committed .codemore-baseline.json. A full copy-paste security gate chaining CodeMore + Ruff + Biome + Bandit + Gitleaks + npm-audit + pip-audit + Checkov lives at templates/.github/workflows/codemore-security-gate.yml (walkthrough).
Sign in at codemore.tech, paste a public GitHub URL or upload a ZIP — same report, same fingerprint, zero install.
64 native rules across 6 packs, every rule mapped to a *cited real-world incident class* — not a hypothetical:
| Pack | Rules | Highlights |
|---|---|---|
core-security | 22 | SQL injection (concat), path traversal, weak crypto, insecure deserialization, eval, shell injection, TLS-off, hardcoded secret patterns, hardcoded passwords (B105-class), SSRF, secret-in-log, LLM-output → eval/exec/SQL sinks, prompt-injection sinks, DB write-without-WHERE, hallucinated imports |
core-quality | 21 | Unused vars/imports/exports, cyclomatic complexity, dead conditionals, leftover console/prints, async-without-await, unreachable code, loose equality, as any, non-null-assertion abuse |
vibe-frontend | 9 | XSS (dangerouslySetInnerHTML), CORS-with-credentials, missing rate limit, missing cookie flags, file-upload validation, missing input validation — CORS, cookie flags and input validation each in TS + Python (Flask/FastAPI) form |
vibe-secrets | 4 | Public env leaks (NEXT_PUBLIC_* / VITE_* / REACT_APP_*), hardcoded JWTs, MCP config secrets, CI/CD YAML secrets |
vibe-auth | 5 | BOLA (TS + Python), missing session/auth checks (TS + Python), inverted auth |
vibe-supabase | 3 | RLS-off, RLS-permissive (USING (true)), anon-key bundled to client |
8 external adapters (off by default, opt in via --external-tools): ruff · golangci-lint · clippy · biome · bandit · gitleaks · npm-audit · pip-audit. Findings are namespaced ext: : — no collision with native rules; a missing binary skips silently instead of crashing.
The walker catches what `.gitignore` hides. When a developer "hides" a leaked secret file by gitignoring it, most scanners stop seeing it — but it's still on disk, in tarballs, in Docker images. CodeMore always scans secret-shaped filenames (.env*, *.pem, *.key, firebase-adminsdk*.json, credentials.json, .npmrc, .pypirc, …) even when gitignored. This is exactly how the audits found real production OpenAI keys, Google API keys, and Firebase admin SDK creds that other tools silently missed. Opt out with --respect-gitignore-fully.
Per-rule documentation: docs/rules — 64 pages, one per rule.
Every surface emits the same schema-stable codemore-report.json — verified byte-identical (modulo timestamps and instance IDs) on every release by test/parity.test.ts:
CLI : issues=224 BLOCKER=5 fingerprint=sha256:7f95f2c62e0d3ecea6f23…
MCP : issues=224 BLOCKER=5 fingerprint=sha256:7f95f2c62e0d3ecea6f23… Daemon : issues=224 BLOCKER=5 fingerprint=sha256:7f95f2c62e0d3ecea6f23…
One brain, four skins. The schema is the API; surfaces are interchangeable.
Full report example — codemore-report.json v1.0.0
{
"schemaVersion": "1.0.0", "tool": { "name": "codemore", "version": "0.3.0" }, "project": { "root": ".", "framework": "next.js", "language": "typescript", "fingerprint": "sha256:7f95f2c62e0d3ecea6f23…" }, "summary": { "issuesTotal": 42, "bySeverity": { "BLOCKER": 2, "CRITICAL": 5, "MAJOR": 15, "MINOR": 18, "INFO": 2 }, "byCategory": { "security": 12, "bug": 7, "…": "…" }, "filesAnalyzed": 87, "linesOfCode": 12450, "technicalDebtMinutes": 1840 }, "issues": [ { "id": "vibe-supabase-rls-disabled", "ruleVersion": "1.2.0", "instanceId": "01HZ…", "severity": "BLOCKER", "confidence": 0.95, "category": "security", "title": "Supabase table has no RLS policy", "evidence": { "file": "supabase/migrations/001_init.sql", "line": 14, "column": 1, "endLine": 14, "endColumn": 60, "snippet": "create table profiles (id uuid primary key, …);", "matchedPattern": "create-table-without-rls" }, "whyItMatters": "Public Supabase client can read/write all rows. 70 % of Lovable apps leak data through this.", "citation": "https://codemore.tech/rules/vibe-supabase-rls-disabled", "suggestedFix": { "type": "code-patch", "instructions": "Add ALTER TABLE profiles ENABLE ROW LEVEL SECURITY; plus at least one policy scoped to authenticated users.", "patchTemplate": "…", "verificationCriteria": [ "Migration contains ALTER TABLE … ENABLE ROW LEVEL SECURITY", "At least one CREATE POLICY exists for the table", "Re-scan no longer reports vibe-supabase-rls-disabled for this file" ] }, "suppression": { "available": true, "directive": "// codemore-ignore: vibe-supabase-rls-disabled", "scope": "same-line | next-line | file" } } ], "agentInstructions": { "preamble": "You are fixing issues found by CodeMore. Apply patches one issue at a time. After each, request re-scan via validate_fix.", "orderingHint": "blockers → criticals → majors", "doNotTouch": ["node_modules/**", "*.lock", ".env*"], "stopOn": "first-validator-failure" }, "meta": { "rulesEnabled": 64, "packsLoaded":
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