Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Evidence-oriented code questions, diff review and test selection via a Jev endpoint.
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.
JEV_TOOLS_URL, JEV_TOOLS_API_KEY, JEV_TOOLS_MODEL, JEV_TOOLS_ALLOW_COMMANDValues 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 …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"jev-agent-tools": {
"command": "npx",
"args": [
"-y",
"jev-agent-tools"
],
"env": {
"JEV_TOOLS_URL": "your-value",
"JEV_TOOLS_API_KEY": "your-value",
"JEV_TOOLS_MODEL": "your-value",
"JEV_TOOLS_ALLOW_COMMAND": "your-value"
}
}
}
}Run this in your terminal
claude mcp add jev-agent-tools --env JEV_TOOLS_URL=your-value --env JEV_TOOLS_API_KEY=your-value --env JEV_TOOLS_MODEL=your-value --env JEV_TOOLS_ALLOW_COMMAND=your-value -- npx -y jev-agent-toolsFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"jev-agent-tools": {
"command": "npx",
"args": [
"-y",
"jev-agent-tools"
],
"env": {
"JEV_TOOLS_URL": "your-value",
"JEV_TOOLS_API_KEY": "your-value",
"JEV_TOOLS_MODEL": "your-value",
"JEV_TOOLS_ALLOW_COMMAND": "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": {
"jev-agent-tools": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"jev-agent-tools"
],
"env": {
"JEV_TOOLS_URL": "your-value",
"JEV_TOOLS_API_KEY": "your-value",
"JEV_TOOLS_MODEL": "your-value",
"JEV_TOOLS_ALLOW_COMMAND": "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 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.
JEV_TOOLS_MODEL envJEV_TOOLS_ALLOW_COMMAND envThese 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 NomenAK, 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.
You need to fill in: JEV_TOOLS_URL, JEV_TOOLS_API_KEY
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 (0.4.0) reached the registry 30 days 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, Georgia 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.
An MCP server for Georgian public data, read from the organizations that publish it.
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.
Six evidence-oriented tools for pi, omp and any MCP client, compatible with the Jev API format. Use them to navigate unfamiliar code, ask typed questions about repository evidence, review completed changes and select existing tests. They complement reading, searching and execution; they do not replace them.
Watch the launch video (74 s, MP4).
New here? Start with the getting-started guide; the documentation index maps every audience to its docs.
Install through your host's package manager, or register the MCP server with an MCP client. The npm package is jev-agent-tools. pi and omp load its TypeScript sources directly; the MCP server ships prebuilt.
pi install npm:jev-agent-tools@0.4.0
pi install -l npm:jev-agent-tools@0.4.0
omp plugin install jev-agent-tools@0.4.0
Since version 0.2.0, the package also ships jev-agent-tools-mcp, a stdio MCP server that exposes the same six tools to any MCP client: Claude Code, Claude Desktop, Kiro, Cursor, VS Code, Codex CLI and others. A typical mcpServers entry:
{
"mcpServers": { "jev": { "command": "npx", "args": ["-y", "-p", "jev-agent-tools", "jev-agent-tools-mcp", "--root", "/path/to/repository"], "env": { "JEV_TOOLS_URL": "${JEV_TOOLS_URL}", "JEV_TOOLS_API_KEY": "${JEV_TOOLS_API_KEY}" } } } }
On Windows most clients start commands without a shell, so use "command": "cmd" with "/c", "npx" at the start of args. The MCP setup guide has per-client files, CLI commands, variable interpolation, verification and troubleshooting. Releases are also listed in the official MCP Registry as io.github.NomenAK/jev-agent-tools. Add the agent instructions to CLAUDE.md, AGENTS.md or a Kiro steering file so the agent uses and reads the tools correctly.
The server reads the same environment variables as pi and omp and the configuration saved by /jev-setup. One server process is one session. MCP has no automatic run-end documentation hook; its absence does not require manual replacement calls. jev_ask is marked as not read-only while commands are enabled; set JEV_TOOLS_ALLOW_COMMAND=0 to remove command from its schema.
Requires Node.js 24 or later. Supported host baselines are pi 0.87.1 and omp 18.4.10. These are support baselines, not claims that every later version has been individually validated. omp uses its Bun runtime; Node.js is also required for Node-based project checks. Git and, for optional command evidence, Bash must be available. On Windows, command evidence uses Git for Windows bash (found next to git on PATH or under Program Files); the WSL bash.exe launchers are never used. Set JEV_TOOLS_BASH to the full path of another bash. Optional native parsers and file-search acceleration may be unavailable on some platforms; affected tools report their limitations.
The published jev-agent-tools@0.1.3 package was also checked with pi 1.0.0 on Linux under Node.js 24.15.0: npm installation, TypeScript checking against the host types, all six tools in the actual CLI, and reading-guide injection passed. The CLI smoke used a simulated conversation provider and Jev endpoint; it verifies host integration, not live model accuracy or every tool scenario.
pi 1.0.0 packaging warning: the package declares @sinclair/typebox in dependencies, while pi expects host-provided extension modules in peerDependencies with a "*" range. pi warns that separately installed copies can create duplicate runtime modules. The warning did not prevent the smoke from completing; it remains a packaging issue, not a claim of warning-free compatibility.
In the main interactive terminal of pi or omp, a first launch without configuration offers Configure now / Later. Run /jev-setup at any time to change the endpoint, model or key. The key is typed in a masked field and is never passed as a command-line argument. Choose This session only (nothing is written) or Save for future sessions. Cancelling at any step changes nothing.
| Flag | Effect |
|---|---|
--jev-skip-setup | Suppress the first-launch offer for this run; /jev-setup still works. |
--jev-url | Endpoint for this run. |
--jev-model | Jev model for this run, not the conversation model. |
No dialog appears in print, JSON or RPC modes, or in sub-agents; configure those with the environment variables below. Changes apply immediately, without restarting the host.
Interactive setup waits for submission or cancellation, without a credential-entry timeout. The first-launch offer does not keep the host's startup event handler open while you find the endpoint or key.
Precedence per field: environment variable, then launch flag, then this session's setup, then saved configuration, then the default model openjev. A field set by the environment or a flag is shown as controlled and is never saved.
Saved configuration lives outside the repository at $XDG_CONFIG_HOME/jev-agent-tools/config.json (default ~/.config/jev-agent-tools/config.json), in a private directory (0700) with a private file (0600). On Windows, where mode bits do not exist, privacy is the folder's access list: saving restricts it to you, SYSTEM and Administrators, and loading refuses any other account with access. The key is stored in plaintext, not encrypted. Storage that is a symlink, accessible to other users, not owned by you or malformed is refused rather than overwritten. The MCP server also reads this file, after environment variables.
Set these before starting the host, using your own endpoint and credentials:
export JEV_TOOLS_URL="${YOUR_JEV_ENDPOINT}"
export JEV_TOOLS_API_KEY="${YOUR_JEV_API_KEY}"
export JEV_TOOLS_MODEL="openjev"
YOUR_* placeholders are inputs you supply, not additional product settings. Environment variables are read when the extension loads and take precedence over everything else.
| Variable | Meaning |
|---|---|
JEV_TOOLS_URL | Required complete endpoint URL compatible with the Jev API format. Must be https:; plain http: is accepted only for 127.0.0.1, ::1 or localhost. |
JEV_TOOLS_API_KEY | Required Bearer credential; configuration values are not printed in tool output, and command children never receive it. |
JEV_TOOLS_MODEL | Requested model string, default openjev; a moving alias, not a guarantee of served-model identity. |
JEV_TOOLS_MAX_CALLS | Session-wide non-negative safe-integer call limit; absent or empty means unlimited. Invalid values refuse requests. |
JEV_TOOLS_MAX_USD | Session-wide finite non-negative cost limit, including fractions; absent or empty means unlimited. Invalid values refuse requests. |
JEV_TOOLS_ALLOW_COMMAND | 0 disables command in jev_ask; otherwise commands run with ordinary shell permissions, without an additional sandbox. |
JEV_TOOLS_AUTO_DOCS | 0 disables the automatic run-end documentation check. |
JEV_TOOLS_BASH | Optional full path of the bash used for jev_ask commands on Windows. |
JEV_TOOLS_ROOT | MCP server only: repository directory when --root is not given. |
Without the endpoint or key, tools remain registered and explain the missing configuration; the automatic documentation check is disabled. There is no fallback to a chat model. Per-tool max_calls is separate from session limits. A model name echoed by the response does not establish which model was actually served.
| Tool | Choose it when |
|---|---|
| jev_ask | One judgment combines a note, files, earlier versions or command output. |
| jev_ask_files | The same questions apply independently to each candidate file. |
| jev_find_files | You need an entry point for a behavioral goal and do not know its filename. In omp, use native find when active. |
| jev_locate_in_file | You need the relevant range in one file of at least 19 KB. |
| jev_check_diff | Completed changes need risk, existing-documentation or specification review. |
| jev_select_tests | You need commands for affected existing tests, without running or collecting them. |
Use native read/search tools or code for exact source text, known symbols, filenames, line numbers, counts and arithmetic. Run commands yourself when you need their full output. Tool reference examples use fictional repository paths and are illustrative calls, not recorded executions.
All six tools accept optional root: string. Without it, the host's current directory or configured MCP server directory retains its existing behavior. An override must name exactly the initial repository's Git top-level or a registered live worktree with the same canonical Git common directory. Relative overrides resolve against the initial directory; absolute paths are accepted only for this parameter. Subdirectories, other clones/repositories, parent traversal and symlink components are refused before evidence collection, command execution, cache access or judgment. There is no fallback to a different checkout.
The admitted root governs files, base/diff, inventories, specification paths, runner plans and command cwd for that call only. It does not change another call or the automatic documentation hook. File arguments remain repository-relative and confined. A command still has ordinary shell permissions, not a sandbox. Check the reported authority, requested/effective root and resolved base before using a result.
Each result begins with execution state: complete, partial, not_judged or refused. This describes processing, not correctness, safety or coverage. Items distinguish fresh or cached Jev judgments, static treatment and work never judged. Static selection and conservative fallback carry no invented probability. A judged line without an uncertainty mark is a verdict: a lead to check, not proof beyond the supplied evidence.
| Mark | Meaning and next action |
|---|---|
unsure | The answer is ambiguous or a control failed. Read the indicated passage or add the specific evidence that would settle it. Do not merely reword the question. |
abstain | A necessary piece is missing. Obtain the named evidence or leave the conclusion open; another Jev call is optional when the changed evidence makes it useful. |
no (not shown) / not addressed | The supplied evidence does not show the statement; that does not make it false. |
uncalibrated | No established error-rate calibration applies to this ask; treat it as a hint even if its probability is high. |
| Diagnostics and next actions | Typed cause, origin, affected scope, materiality and recovery instructions; distinguish uncertain judgments from work never judged. |
Ordinary boolean verdict bands are at or below 0.20 and at or above 0.80; category/level verdicts require a leading-option probability of at least 0.85 after applicable controls. Fixed checks and navigation tools have their own thresholds, described in their references and design.
Accounting separates HTTP attempts, questions sent, requested results (fresh/cache/static/not judged), cache probes, auxiliary controls and passage selection, current reported USD cost and elapsed time. These
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