Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read members, survey responses and recognition; send recognition in Happily.ai.
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.
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Works in Claude on the web, desktop and mobile:
https://happily-ai.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http happily-ai https://happily-ai.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"happily-ai": {
"url": "https://happily-ai.usefulapi.io/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": {
"happily-ai": {
"type": "http",
"url": "https://happily-ai.usefulapi.io/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.
ChatGPT connects only to servers on the internet:
https://happily-ai.usefulapi.io/mcpMenu names can differ slightly by plan and over time.
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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
happily_list_membersList the company's members (name, email, team, talent type). Filter by email, team id, talent type or company id. Returns `members` and `pagination`. API: GET /1/members.
happily_get_member_profileGet one member's engagement profile: impact rating, engagement health score and status, and optional personal context (recent challenges, skills, values). Personal data: ask only for a member the user names. API: GET /api/v1/users/{email}/profile.
happily_list_questionsList the survey questions in the company's question bank. Filter by type, skill or dimension. Returns `questions` and `pagination`. API: GET /1/questions.
happily_list_responsesList survey responses. Filter by member email, question id and date range. Returns `responses` and `pagination`. API: GET /1/responses.
happily_list_recognitionsList recognition (coins and messages) that members received. Filter by recipient email or team name. Returns `recognitions` and `pagination`. API: GET /1/recognition.
happily_get_medalResolve a medal or reward identifier (for example `Kindness`) to the value configured for the company. If the medal is not configured, the value repeats the identifier. API: GET /1/recognition/medal/{medal_id}.
happily_list_performance_feedbackList performance feedback entries. Filter by member email, reviewer email and date range. Personal data: ask only for people the user names. Returns `feedback` and `pagination`. API: GET /1/performance_feedback.
happily_send_recognitionWRITE: give recognition coins from a sender to named members. This spends the sender's coins and notifies the recipients. Confirm the sender, the recipients, the amount and the message with the user first. Recipients must be explicit emails (no team, cohort or ALL_MEMBERS). API:
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 6, 2026
The registry name was verified against the domain usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 8 ms (HTTP 200)
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Read 8 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.2.4) reached the registry today.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Fomu 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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
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.
Use your Happily.ai account from Claude, Cursor, or any MCP client. Read members, engagement profiles, survey questions and responses, recognition and feedback, and send recognition. Hosted, no local install: connect with your own credentials.
Live endpoint: https://happily-ai.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://happily-ai.usefulapi.io/mcp.claude mcp add --transport http happily-ai https://happily-ai.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "happily-ai": { "url": "https://happily-ai.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Happily.ai credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/happily-ai/
On first connect you provide a Happily.ai API key (my.happily.ai/integrations) and the stage the key was made for. The server validates it and stores it per user. No keys go in config files.
| Tool | Type | What it does |
|---|---|---|
happily_list_members | read | List members |
happily_get_member_profile | read | Get a member's engagement profile |
happily_list_questions | read | List survey questions |
happily_list_responses | read | List survey responses |
happily_list_recognitions | read | List received recognition |
happily_get_medal | read | Get a medal |
happily_list_performance_feedback | read | List performance feedback |
happily_send_recognition | write | Send recognition (gives coins) |
happily_usage_status | meta | Usage status (free-tier meter) |
happily_request_feature | meta | Request a missing feature |
happily_upgrade | meta | Upgrade to Pro or Pro+ |
happily_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with happily_upgrade (it returns a Stripe Checkout link). Cancel any time with happily_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running happily_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.