Grasp — Code Architecture & Dependency Analysis alternatives

1

gitlab-mcp

by zereight

B

GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

2

kubernetes-mcp-server

by containers

A

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

3

GitHub

by github

A

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

4

notion-mcp-server

by awkoy

B

Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.

5

homebutler

by Higangssh

C

Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.

6

Radar Kubernetes MCP Server

by skyhook-io

A

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

7

Srclight

by srclight

A

Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

8

Contentrain

by Contentrain

A

Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.

9

Skills Anywhere

by noteflowai

A

Discover and load Agent Skills from configured local directories and Git sources over stdio MCP.

10

AWS MCP Server

by YawLabs

A

AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login

11

mockzilla-mcp

by mockzilla

C

Mock OpenAPI specs locally, or log in to deploy hosted mocks on mockzilla.org from your MCP client.

12

Edgegap

by edgegap.dev

A

Deploy and operate multiplayer game servers on Edgegap's global edge network.

13

KSail

by devantler-tech

A

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

14

clawops

by dfridkin

C

Deploy and manage self-hosted OpenClaw instances across clouds

15

mason

by adrianczuczka.com

A

Engineering decisions, change impact, documentation audits, and CI evidence for coding assistants.

16

Serial Console MCP: AI for telecom equipment and any serial device

by sbrunner-atx

A

Let AI configure telecom gear over serial: Juniper and Cisco, Icom CI-V, Yaesu/Kenwood CAT, rotators

17

okffs

by neturely

A

MCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.

18

ContractGate

by nightmoose

B

Infer, dry-run, deploy, and inspect ContractGate semantic data contracts.

Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

21

github-repo-mcp

by thedhruv-07

B

MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.

22

Cartographer

by BeppeTemp

A

Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.

23

actions-deprecation-lint-2026

by jmshinhwa

A

Node 20 is removed from GitHub-hosted runners on 2026-09-23 and ubuntu-22.04 deprecation opens 2026

24

Superpowers.social

by superpowers.social

A

Live X/Twitter and Reddit research. 10 read-only MCP tools, Google/GitHub sign-in. Free tier.