Skip to main content
Glama
Sign In

SpecPilot

by dev.specpilot
OverviewDiscussionsAdmin

Server Details

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
girishr/SpecPilot
GitHub Stars
41
Server Listing
SpecPilot
ChatGPT
–
Claude
–

TDQS

A4.2/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have clearly distinct roles: one returns the next unanswered onboarding questions, and the other generates the final spec file set. There is no overlapping functionality, and the procedure text makes the handoff between them explicit.

Naming Consistency5/5

Both names use a consistent specpilot_ prefix with snake_case and clear resource/action phrasing. The pattern is predictable across the whole set.

Tool Count3/5

Only two tools are exposed, which is thin even for a narrow workflow server. Each tool is substantial and earns its place, but the set sits at the borderline of 1-2 tools feeling under-scoped.

Completeness4/5

The surface covers the core workflow: collect answers step by step and generate the full SpecPilot output set. Minor gaps exist around writing/validating generated files, but the returned nextSteps gives agents a workable path.

Available Tools

2 tools
specpilot_generate_specsSpecPilot: generate the .specs/ filesA
Read-onlyIdempotent
Inspect

Generates the complete SpecPilot .specs/ file set plus the matching IDE rules and slash-command files from a full answer set - identical to what the SpecPilot web chat produces for the same answers. Requires projectName and projectDescription. Returns the files to write and the steps to follow after writing them.

Inputs: answers (required). Returns: files, fileCount, nextSteps

specpilot_next_questionsSpecPilot: next onboarding questionsA
Read-onlyIdempotent
Inspect

Returns the unanswered SpecPilot onboarding questions of the next incomplete step, gated by the answers so far: questions that do not apply are omitted, and options are filtered, badged or flagged as in the SpecPilot web chat. Stateless: send every answer collected so far on each call.

Procedure: (1) Set isNewBuild from whether the repo already has real source code. (2) Infer what the repo answers instead of asking: platforms from the manifests and layout, languageOverride, ideAgent (you are the IDE), handle from git config or the origin remote, projectName from the manifest or folder name, projectDescription from the README only if it plainly says what the project is. (3) Call this tool, answer what the repo makes obvious and ask the developer the rest, a whole step per message. Send an empty value for a declined optional question or it is asked again; send todoSentinel verbatim when they do not know yet. For projectDescription, an exact returned chip label infers projectCategory and gates later questions; free prose infers nothing. Confirm pre-seeded values rather than accepting them silently. (4) Loop until done is true, then call specpilot_generate_specs and follow its nextSteps for where each file goes.

Inputs: answers. Returns: done, step, answers, questions, +1 more

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Related MCP Connectors

    Related MCP Servers

    • Carrot AI PM

      talvinder
      A
      license
      D
      quality
      D
      maintenance
      Spec-driven development tool for AI coding assistants that generates specs, validates code compliance, and provides actionable feedback.
      11
      29
      MIT

    • Tailor

      AmanKtyr
      A
      license
      Not graded
      quality
      B
      maintenance
      Unified AI coding-agent framework combining Spec-Driven Development (SDD), AST semantic code reuse, and progressive project memory (.ai/) for Claude Code, Cursor, Windsurf, and Zed.
      32 npm
      6
      MIT

    • wassden

      tokusumi
      A
      license
      Not graded
      quality
      D
      maintenance
      A Spec-Driven Development toolkit that transforms LLMs into development agents by providing expert-crafted prompts for generating structured specifications and validating documents across the Requirements → Design → Tasks → Code workflow.
      1
      MIT
    Try in Browser
    Claude Code, inside the Godot 4 editorFlockbay puts an AI agent in the real Godot 4 editor: it writes GDScript, runs your game and fixes what breaks. Free, or bring your own Claude Code or Codex.flockbay.comAd

    Glama MCP Gateway

    Add one secure layer between your agents and this server.

    Resources