Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Agent security: prompt injection, PII & secret scans, TLS/header/CORS audits, MCP checks. Free.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.ia-qa.com/mcp/security在终端中运行这条命令
claude mcp add --transport http ia-qa-security https://www.ia-qa.com/mcp/security粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ia-qa-security": {
"url": "https://www.ia-qa.com/mcp/security"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"ia-qa-security": {
"type": "http",
"url": "https://www.ia-qa.com/mcp/security"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://www.ia-qa.com/mcp/security菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
find_toolSearch available MCP tools by keyword or category before calling them. Returns names, descriptions and, on request, inputSchemas. Queries are logged 90 days, screened for credentials and personal data. Categories: data, dev, encoding, eval, integrations, llm, meta, qa, rag, secur
prompt_injection_scanScan user input or prompts for prompt injection patterns. Pattern-based: it recognises known phrasings and structures, not intent — an uncovered paraphrase or language reads clean, so clean is not proof of safety. Instruction overrides are covered in 11 languages (EN, FR, ES, DE,
guardrail_testTest an LLM response against a set of guardrail rules: must-include, must-not-include, max length, required format, language, forbidden patterns, and custom regex. Returns pass/fail per rule.
redact_piiAutomatically detect and redact Personally Identifiable Information (PII) from text. Replaces emails, phone numbers, SSNs, IBANs, credit cards, IP addresses, and JWT tokens with [REDACTED_TYPE] placeholders. Safe to use before logging or sending to an LLM.
secret_scan 看起来像是对 AI 下的指令Scan text or code for leaked secrets: API keys (AWS, GCP, Azure, OpenAI, Anthropic, Stripe, GitHub, GitLab, Slack, Twilio, SendGrid, HuggingFace), Slack / Teams / Discord webhook URLs, private keys, JWTs, database connection strings, Bearer and Basic auth headers, and hard-coded
validate_agent_trajectoryRun declarative assertions on an agent trace (OpenAI tool calls, Anthropic tool_use, LangChain run trees, ReAct logs). Deterministic, no LLM. Assertions: order (tool A before B), must_call, must_not_call, max/min calls, no_error, recovery (a successful step after the last error),
validate_mcp_responseValidate that an MCP tool response conforms to expected format, schema, and content rules. Use this to QA-test any MCP server tool. Supply the tool's actual JSON result and a set of checks to perform.
mcp_server_health_checkCheck an MCP server's tool definitions without contacting it — for a server not deployed yet, a stdio server, or a CI gate. Paste the answer to tools/list (raw JSON-RPC or its result), a bare array of tools, one tool definition, or a manifest carrying name/description; input_shap
mcp_server_evaluateCheck that a live MCP server over Streamable HTTP speaks the protocol, 2026-07-28 or earlier: handshake or server/discover, tools/list and its definitions, error codes, one tools/call, structuredContent against outputSchema, latency. Returns PASS/FIX/BLOCK with a 0-100 score, or
toxicity_scanScan text for toxic language, hate speech, bias/stereotype framing, violence, sexual and self-harm content. Lexical + structural pattern matching (identity term + predicate), not a semantic classifier — returns per-category risk plus the named rules that fired, so every finding c
function_call_validateValidate an LLM function call / tool_use output: check that function name is in allowed list, arguments match expected schema (types, enums, ranges), no extra/missing args. Reads the definitions as OpenAI (`parameters`), MCP (`inputSchema`) or Anthropic (`input_schema`) write the
mcp_schema_lintLint one MCP tool definition with the same rules as mcp_server_health_check: errors break the MCP spec (FAIL), documentation_issues are what its strict mode refuses — a parameter without description or type (FIX, never an A) — and suggestions are style only (snake_case) and chang
bias_detectAnalyse a set of LLM responses generated from the same prompt template but with different demographic variants (gender, origin, age, tone). Returns a bias score (0-100), sentiment analysis per variant, pairwise Jaccard similarity, and a human-readable verdict. No API key needed —
shield_analyzeOne-call safety gate for an LLM response: grounding (with source), prompt injection on the response AND the prompt (checks.injection / checks.injection_prompt), toxicity, PII, guardrail rules, quality, plus an LLM review on Groq (server key; model "none" skips it and sends nothin
security_headers_checkAnalyse the HTTP security headers of a public URL OR of raw response headers you paste in. Grades each header (A–F) for: Strict-Transport-Security, Content-Security-Policy, X-Frame-Options, X-Content-Type-Options, Referrer-Policy, Permissions-Policy, X-XSS-Protection, Cross-Origi
ssl_certificate_checkAnalyse the SSL/TLS certificate of any HTTPS host. Returns certificate subject, issuer, validity dates, days until expiry, protocol version, cipher suite, key exchange info, and an overall grade (A+, A, B, C, F). Detects expired, self-signed, and weak certificates. Use this to au
cors_testAudit a URL for CORS misconfigurations across several origins: wildcard with credentials, reflected origin, null origin, subdomain bypass, missing Vary. Returns risk level (safe/low/medium/high/critical) plus per-origin results. "unknown" means nothing was tested: every origin fa
cors_checkerWould a browser on this origin be allowed to read this URL? Verdict allowed | blocked | unknown, the reason, and the header to add. Only GET and HEAD are really sent: other methods measure the preflight alone. To audit many origins use cors_test.
cookie_security_auditAudit the security attributes of cookies set by any URL. Fetches the URL and inspects all Set-Cookie headers for: HttpOnly, Secure, SameSite, Domain scope, Path scope, Max-Age/Expires, __Host-/__Secure- prefixes. Flags insecure patterns: missing HttpOnly on session cookies, missi
web_security_auditRun a comprehensive web security audit combining headers, SSL, CORS, and cookies checks — then use an LLM to produce a prioritised remediation plan. Orchestrates security_headers_check + ssl_certificate_check + cors_test + cookie_security_audit in parallel, merges all findings, t
rate_toolGive honest usage feedback on an IA-QA MCP tool. Give a score (1-5) and a comment. Rate low (1-2) if the tool was wrong, irrelevant, or a poor fit; rate high (4-5) only if it genuinely solved your need. Maintainers read ratings, one vote per agent and tool a month: comments and p
decode_jwtDecode a JWT (JSON Web Token) and return its header and payload without verifying the signature. Also reports whether the token is expired and the exact expiry date. Use to inspect claims (sub, iss, exp, roles) during debugging or when integrating with an auth provider.
validate_urlParse and validate a URL. Returns decomposed components: protocol, hostname, port, path, query parameters, hash, and origin.
http_status_lookupLook up detailed information about any HTTP status code: class, name, description, cacheability, typical causes, and handling best practices. Covers every code in the IANA HTTP Status Code Registry (1xx-5xx, including 226, 425, 451, 508, 511 and the WebDAV codes) with its definin
parse_http_headersParse a raw HTTP headers block into a structured JSON object. Detects multi-value headers, masks Authorization values, and optionally audits for missing security headers (HSTS, CSP, X-Frame-Options, etc.).
detect_secretsScan code or config files for hardcoded secrets: AWS keys, GitHub tokens, OpenAI/Anthropic API keys, Stripe secrets, JWTs, Slack/Teams/Discord webhook URLs, session cookies, database connection strings, and generic passwords. Returns findings with severity. Run before every commi
latency_benchmarkMeasure response time of one or more HTTP endpoints (GET/POST). Runs N iterations and returns min/max/avg/p95 latency. Useful for API and MCP server benchmarking.
hash_textCompute a cryptographic hash of a text string. Use when you need to verify data integrity, generate content fingerprints, hash passwords (prefer SHA-256+), or produce a fixed-length digest of any input. Supports SHA-256 (default), SHA-512, SHA-1, and MD5.
generate_passwordGenerate a cryptographically secure random password using crypto.randomBytes. Configurable length (4–128), uppercase letters, digits, and symbols. Use when resetting user passwords, seeding test accounts, or generating API secrets.
generate_hmacCompute an HMAC signature for a message using a secret key. Supports SHA-256 (default), SHA-512, SHA-1, and MD5. Used for API request signing, webhook verification (GitHub, Stripe, Twilio), and JWT validation.
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
发布者(JcJamet)不是仓库所有者(ia-qa-com);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 834 毫秒内响应(HTTP 200)
无需登录
有 1 个工具描述包含看起来像是对 AI 下指令的文字。安装前请先阅读下方的内容
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.1)于11天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Dialyne
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Free QA and LLM-testing tools for AI agents, served over MCP (Streamable HTTP). No account, no API key. Every tool returns a verdict an agent can act on: pass/fail, a score, a diff.
llms.txt: https://www.ia-qa.com/llms.txtio.github.JcJamet/ia-qa-toolbox and the three packs belowThis repository describes the hosted server; it holds no server code. The live tool list is always GET https://www.ia-qa.com/mcp.
| Endpoint | Tools listed | For |
|---|---|---|
https://www.ia-qa.com/mcp | all 152 | clients with no tool limit |
https://www.ia-qa.com/mcp/security | 30 | prompt injection, PII and secret scans, TLS/header/CORS audits, MCP server checks |
https://www.ia-qa.com/mcp/eval | 38 | hallucination, eval contracts, semantic and RAG tests, tokens and models |
https://www.ia-qa.com/mcp/data | 36 | JSON/YAML/CSV, schema validation, encoding, text and time utilities |
Clients cap how many tools they load (VS Code Copilot 128 per request, Cursor about 40). A pack lists only its tools; for a tool outside it, add the full server or the pack that lists it — find_tool searches everything and says which pack lists each tool.
Claude Code
claude mcp add --transport http ia-qa https://www.ia-qa.com/mcp
claude mcp add --transport http ia-qa-security https://www.ia-qa.com/mcp/security
Cursor — .cursor/mcp.json (this project) or ~/.cursor/mcp.json (all projects) (use a pack: Cursor loads about 40 tools)
{
"mcpServers": { "ia-qa-security": { "url": "https://www.ia-qa.com/mcp/security" } } }
VS Code (GitHub Copilot, agent mode) — .vscode/mcp.json
{
"servers": { "ia-qa": { "type": "http", "url": "https://www.ia-qa.com/mcp" } } }
Claude Desktop — Settings → Connectors → Add custom connector, URL https://www.ia-qa.com/mcp (or a pack URL).
Any other MCP client — Streamable HTTP at one of the URLs above. More clients, and a prompt you can paste into any agent: https://www.ia-qa.com/mcp-server
Every call runs on ia-qa.com: whatever you pass to a tool is sent there — including a provider API key given to one of the few bring-your-own-key tools. The call journal stores no IP address: a monthly pseudonym (an HMAC, not reversible) to count distinct callers within a month, and each entry is deleted 400 days after the call. Rate limit: 60 requests per minute per IP.
For tools that must run next to your app (selector self-healing, app discovery), use the local packages instead — nothing is sent to ia-qa.com: @ia-qa/pal, @ia-qa/self-healing, @ia-qa/qa-discovery.
security — https://www.ia-qa.com/mcp/securityprompt_injection_scan · shield_analyze · guardrail_test · toxicity_scan · bias_detect · redact_pii · secret_scan · detect_secrets · security_headers_check · ssl_certificate_check · cors_test · cors_checker · cookie_security_audit · web_security_audit · validate_url · decode_jwt · generate_hmac · hash_text · generate_password · mcp_server_evaluate · mcp_server_health_check · mcp_schema_lint · validate_mcp_response · function_call_validate · validate_agent_trajectory · latency_benchmark · parse_http_headers · http_status_lookup · find_tool · rate_tool
eval — https://www.ia-qa.com/mcp/evalget_testing_guidelines · run_eval_contract · run_semantic_tests · generate_eval_yaml · generate_ci_workflow · metamorphic_check · needle_haystack_generate · test_skill · hallucination_check · similarity_score · consistency_check · llm_output_validator · llm_format_check · llm_json_schema_check · response_quality_score · compare_responses · analyze_responses · prompt_test_suite · cot_analyzer · conversation_analyze · ab_test_report · embedding_similarity · rag_relevance_rank · rerank_evaluate · bm25_score · build_rag_prompt · count_tokens · token_budget_calculator · context_window_check · list_llm_models · model_info · compare_models · estimate_llm_cost · llm_generate · run_vlm_test_suite · extract_json_from_text · find_tool · rate_tool
data — https://www.ia-qa.com/mcp/dataformat_json · json_schema_validate · json_diff · extract_json_path · flatten_json · json_to_yaml · yaml_to_json · xml_to_json · parse_csv · json_to_csv · mock_from_schema · json_schema_generate · openapi_validate · timestamp_convert · cron_parse · validate_email · regex_test · diff_text · text_stats · case_convert · generate_slug · base64_encode · base64_decode · url_encode · url_decode · generate_uuid · hash_text · number_base_convert · color_convert · lorem_ipsum · decode_jwt · env_parse · count_code_lines · lint_commit_message · find_tool · rate_tool
All 152 tools, by category: TOOLS.md.
Generated from the server's own definitions on 2026-11-05. The live list (GET https://www.ia-qa.com/mcp) wins if this page disagrees.