ZBS Index What actually exists in applied AI, with the source next to it

mcp server

GraphPilot

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Description as published by the maintainer. Source

  • version 1.0.1
  • active
  • memory and context

active — Most recent push to the repository was 2026-08-01. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 15 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-01 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 29 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-06-05 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-06-05 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • com.get-obra/obra-cto — last commit 2026-07-04, shares code-analysis
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  • io.github.aahlijia/dekko — last commit 2026-08-06, shares code-analysis
    Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin
  • io.github.Anandb71/arbor — last commit 2026-08-03, shares code-analysis
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  • io.github.andypgray/roz-mcp — last commit 2026-08-04, shares code-analysis
    Roslyn-powered C# code navigation, blast-radius analysis, and verified edits for coding agents.
  • Grasp — Code Architecture & Dependency Analysis — last commit 2026-07-17, shares code-analysis
    Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
  • io.github.atef-ataya/depwire — last commit 2026-07-21, shares code-analysis
    Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination
  • RoselineMCP — last commit 2026-08-03, shares code-analysis
    MCP server for C# code analysis and automated fixing using Roslyn analyzers and code fix providers.
  • CodeMap — last commit 2026-06-11, shares code-analysis
    Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts. 90%+ token savings.
  • RemembrallMCP — last commit 2026-07-28, shares code-analysis
    Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
  • io.github.ChesterHsu/flyto-indexer — last commit 2026-08-02, shares code-analysis
    Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

These share tags the maintainers applied themselves, such as code-analysis. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: claude-code, code-analysis, coding-agents, developer-tools, mcp, model-context-protocol, typescript.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. graphpilot-oss/graphpilot on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.