echo
AI-powered Voice of Customer (VOC) engine built on MCP. Extract product insights & pain points from multi-platform comments.
Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
How we verified
Verified is a snapshot. Live keeps it current, and builds your track record.
⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
palemoky
Source: github_repo_search
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →
Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
ECHO_WEB_PASSWORD安全说明：网页界面没有登录系统，默认只监听 127.0.0.1，并拒绝跨站请求和非本机 Host（防止恶意网页或 DNS 重绑定调用你的本地服务）。如需在局域网中使用，请设置 （启用 HTTP Basic 认证）和 ECHO_WEB_ALLOWED_HOSTS，再以 --host 0.0.0.0 启动。ECHO_LANGUAGEOLLAMA_BASE_URLECHO_EMBED_API_KEYOPENAI_API_KEYgpt-5-miniECHO_EMBED_BASE_URLECHO_EMBEDDERECHO_EMBED_MODELECHO_PROVIDERECHO_MODELECHO_API_KEY + ECHO_BASE_URLECHO_BASE_URLECHO_API_KEY + ECHO_BASE_URLECHO_API_KEYECHO_API_KEY + ECHO_BASE_URLECHO_HOMEECHO_MEMORY_INFERmem0：快照摘要和趋势结论写入 mem0（同一个 pgvector 库 + bge-m3）；ask 回答时会自动检索相关历史记忆。默认原文存储（结论本身已是 LLM 生成的摘要），设置 =true 可改由 mem0 抽取并合并事实；ECHO_MEMORY=off 关闭ECHO_MEMORYmem0：快照摘要和趋势结论写入 mem0（同一个 pgvector 库 + bge-m3）；ask 回答时会自动检索相关历史记忆。默认原文存储（结论本身已是 LLM 生成的摘要），设置 ECHO_MEMORY_INFER=true 可改由 mem0 抽取并合并事实；=off 关闭BILIBILI_COOKIE评论 + 弹幕。账号：space.bilibili.com/<mid>，列出全部视频需要登录 Cookie（BILIBILI_COOKIE，含 SESSDATA）YOUTUBE_API_KEYECHO_WEB_ALLOWED_HOSTS安全说明：网页界面没有登录系统，默认只监听 127.0.0.1，并拒绝跨站请求和非本机 Host（防止恶意网页或 DNS 重绑定调用你的本地服务）。如需在局域网中使用，请设置 ECHO_WEB_PASSWORD（启用 HTTP Basic 认证）和 ，再以 --host 0.0.0.0 启动。DATABASE_URLTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
10/10 tools missing one or more hints — list_platforms (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); fetch_comments (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_comments (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +7 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool test coverage
4/10 tools referenced in tests (40%)
Write tests that reference each tool by name so every tool has at least one test.
No eval / new Function
2 eval() or new Function() calls — dynamic code execution
Replace eval / Function with explicit parsing or safer alternatives.
Readable source code
1 file are minified or bundled, which is usually build output rather than concealment
Ship unminified, readable source.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
[](https://m8ven.ai/mcp/palemoky/echo)?variant=verified from the URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
https://m8ven.ai/api/mcp/tool-check