Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.
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.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http keploy https://api.keploy.io/client/v1/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"keploy": {
"url": "https://api.keploy.io/client/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"keploy": {
"type": "http",
"url": "https://api.keploy.io/client/v1/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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 address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 with the GitHub account keploy, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
You need to fill in: Authorization
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 (1.0.0) reached the registry 7 months ago.
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, Symantec Cloud DLP AIops
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.
Governed Symantec Cloud DLP — 14 MCP tools, read-only with audit.
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.
⚡️ API tests faster than unit tests, from user traffic ⚡️ 🌟 The must-have tool for developers in the AI-Gen era for 90% test coverage 🌟
Keploy is a developer‑centric API and integration testing tool that auto‑generates tests and data‑mocks faster than unit tests.
It records API calls, database queries, and streaming events — then replays them as tests. Under the hood, Keploy uses eBPF to capture traffic at the network layer, but for you it’s completely code‑less and language‑agnostic.
🐰 Fun fact: Keploy uses itself for testing! Check out our swanky coverage badge:
Just run your app with keploy record. Real API + integration flows are automatically captured as tests and mocks. *(Keploy uses eBPF under the hood to capture traffic, so you don’t need to add any SDKs or modify code.)*
Keploy can record and replay complex, distributed API flows as mocks and stubs. It's like having a very light-weight time machine for your tests—saving you tons of time!
👉 Read the docs on record-replay
Unlike tools that only mock HTTP endpoints, Keploy records databases (Postgres, MySQL, MongoDB), streaming/queues (Kafka, RabbitMQ), external APIs, and more.
It replays them deterministically so you can run tests without re‑provisioning infra.
👉 Read the docs on infra virtualisation
If you’re a developer, you probably care about *statement* and *branch* coverage — Keploy calculates that for you.
If you’re a QA, you focus more on *API schema* and *business use‑case coverage* — Keploy calculates that too. This way coverage isn’t subjective anymore.
Keploy uses existing recordings, Swagger/OpenAPI Schema to find: boundary values, missing/extra fields, wrong types, out‑of‑order sequences, retries/timeouts.
This helps expand API Schema, Statement, and Branch Coverage.
source /dev/stdin <<<"$(curl -fsSL https://keploy.io/install.sh || echo 'echo Keploy installer download failed >&2; return 1')"
Start your app under Keploy to convert real API calls into tests and mocks.
keploy record -c "CMD_TO_RUN_APP"
Example for Python:
keploy record -c "python main.py"
Run tests offline without external dependencies.
keploy test -c "CMD_TO_RUN_APP" --delay 10
Because Keploy intercepts at the network layer (eBPF), it works with any language, framework, or runtime—no SDK required.
Note: Some of the dependencies are not open-source by nature because their protocols and parsings are not open-sourced. It's not supported in Keploy enterprise.
Want a guided walkthrough, dedicated support, or help planning enterprise rollout?
Prefer a calendar invite? Mention your availability in the email—we’ll send a calendar invite right away.
Whether you're new or experienced, your input matters. Help us improve Keploy by contributing code, reporting issues, or sharing feedback.
Together, let's build better testing tools for modern applications.