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io.github.vaggeliskls/release-notes-mcp vs io.github.zereight/gitlab-mcp

io.github.vaggeliskls/release-notes-mcp is an MCP server published by vaggeliskls. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.zereight/gitlab-mcp is an MCP server published by zereight. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceio.github.vaggeliskls/release-notes-mcpio.github.zereight/gitlab-mcp
Official MCP Registry Listed
Version: 1.0.1
Downloads/month (PyPI): 103
Downloads/week (PyPI): 17
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 2.3.3
Downloads/month (npm): 526 756
Downloads/week (npm): 130 576
Forks (GitHub): 358
Stars (GitHub): 2 049
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

io.github.vaggeliskls/release-notes-mcp vs io.github.zereight/gitlab-mcp
Factio.github.vaggeliskls/release-notes-mcpio.github.zereight/gitlab-mcp
Marketplaces that list it11
Stars (GitHub) (differs)0 (worse)2 049 (better)
Forks (GitHub) (differs)0 (worse)358 (better)
Last release (differs)Not published2026-10-17
Where it runs (differs)On your machine (release-notes-mcp)On your machine (@zereight/mcp-gitlab)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)5, secrets among them: 121, secrets among them: 2
LicenceNot statedNot stated
Repository (differs)github.com/vaggeliskls/release-notes-mcpgithub.com/zereight/gitlab-mcp
Changes in the last 7 days (differs)010
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

io.github.vaggeliskls/release-notes-mcp

In its own words, on Official MCP Registry:

A small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes

io.github.zereight/gitlab-mcp

In its own words, on Official MCP Registry:

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

How to run each

io.github.vaggeliskls/release-notes-mcp As a local MCP server: PyPI package

Claude Code
claude mcp add --env "TOKEN=<YOUR_TOKEN>" --transport stdio release-notes-mcp -- uvx release-notes-mcp

Requires: TOKEN (secret)

io.github.zereight/gitlab-mcp As a local MCP server: npm package

Claude Code
claude mcp add --env "GITLAB_JOB_TOKEN=<YOUR_GITLAB_JOB_TOKEN>" --env "GITLAB_PERSONAL_ACCESS_TOKEN=<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>" --transport stdio gitlab-mcp -- npx -y @zereight/mcp-gitlab

Requires: GITLAB_JOB_TOKEN (secret), GITLAB_PERSONAL_ACCESS_TOKEN (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only io.github.vaggeliskls/release-notes-mcp asks for

  • BASE_URL
  • PROVIDER
  • RELEASE_MCP_CONFIG
  • RELEASE_MCP_CONFIG_JSON
  • TOKEN (secret)

Only io.github.zereight/gitlab-mcp asks for

  • GITLAB_ALLOWED_PROJECT_IDS
  • GITLAB_API_URL
  • GITLAB_AUTH_COOKIE_PATH
  • GITLAB_CA_CERT_PATH
  • GITLAB_DENIED_TOOLS_REGEX
  • GITLAB_JOB_TOKEN (secret)
  • GITLAB_MASKING_CONFIG
  • GITLAB_MASKING_ENABLED
  • GITLAB_MASKING_POLICY_FILE
  • GITLAB_MASKING_WORKSPACE_DIR
  • GITLAB_OAUTH_CLIENT_ID
  • GITLAB_OAUTH_TOKEN_SCRIPT
Show the remaining 9
  • GITLAB_PERMISSION_MODE
  • GITLAB_PERSONAL_ACCESS_TOKEN (secret)
  • GITLAB_PERSONAL_ACCESS_TOKEN_FILE
  • GITLAB_TOOLS
  • GITLAB_TOOLSETS
  • GITLAB_TOOL_POLICY_APPROVE
  • GITLAB_TOOL_POLICY_HIDDEN
  • GITLAB_USE_OAUTH
  • NODE_TLS_REJECT_UNAUTHORIZED

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: io.github.vaggeliskls/release-notes-mcp · What it can do: io.github.zereight/gitlab-mcp · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built