GitLab MCP Server
io.github.jmrplens/gitlab-mcp-server · Status: active
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- Registry name
io.github.jmrplens/gitlab-mcp-server- Package coordinate
mcpb:https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64- Version
2.6.6- Listed in the registry
- 2026-08-22
- Changed in the registry
- 2026-08-22
- First seen by tracevero
- 2026-08-06
- Vendor's website
- https://mcp.jmrp.io/
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Vendor's own description, untranslated and unverified
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Credentials required | yes Raw declaration – Required secret variables (raw): GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN Raw declaration – Required secret headers (raw): PRIVATE-TOKEN Source: MCP-Register · collected on 2026-08-06 · derived |
|---|---|
| Execution location | local Raw declaration – Transports (raw): stdio, stdio, stdio, stdio, stdio, stdio, streamable-http Source: MCP-Register · collected on 2026-08-06 · derived |
| Path argument present | no Raw declaration – Path arguments (raw): confirmed absent Raw declaration – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-08-06 · derived |
| Repository URL listed | yes Raw declaration – Repository (raw): https://github.com/jmrplens/gitlab-mcp-server Source: MCP-Register · collected on 2026-08-06 · derived |
| Version | 2.6.6 Source: MCP-Register · collected on 2026-08-23 · self-declared |
Position within the holdings
How many of the 24,507 published entries carry the same measured value. A reference figure, not an assessment.
- Credentials requiredyes4,204 of 24,507 carry this value (17 %)View these entries
- Execution locationlocal12,078 of 24,507 carry this value (49 %)View these entries
- Path argument presentno24,278 of 24,507 carry this value (99 %)View these entries
- Repository URL listedyes19,097 of 24,507 carry this value (78 %)View these entries
All 4 values together are carried by 2,709 of 24,507 entries.
Where this server connects to
- Address as stated in the raw record
https://mcp.jmrp.io/gitlab- Host
mcp.jmrp.ioEntries carrying exactly this value: 2
Taken verbatim from the raw record. The registry does not call this address and does not infer a shared operator from a shared host.
This entry appears in these selections
- MCP servers requiring credentials4,204
- Locally executed MCP servers12,078
- MCP servers with a repository URL19,097
- Local MCP servers with a repository URL11,472
- Local MCP servers requiring credentials2,860
- MCP servers with credentials and a repository URL3,485
- MCP servers as a package and as an endpoint1,242
The source's raw values23
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Environment variables (raw) | GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT, GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT, GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT, GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT, GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT, GITLAB_URL, GITLAB_TOKEN, GITLAB_SKIP_TLS_VERIFY, TOOL_SURFACE, CAPABILITY_SURFACE, META_PARAM_SCHEMA, GITLAB_TIER, GITLAB_READ_ONLY, GITLAB_SAFE_MODE, EMBEDDED_RESOURCES, EXCLUDE_TOOLS, GITLAB_IGNORE_SCOPES, UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_IMPORT_DIRS, RATE_LIMIT_RPS, RATE_LIMIT_BURST, LOG_LEVEL, AUTO_UPDATE, AUTO_UPDATE_REPO, AUTO_UPDATE_INTERVAL, AUTO_UPDATE_TIMEOUT Source: MCP-Register · collected on 2026-08-06 · self-declared |
|---|---|
| Required secret variables (raw) | GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN, GITLAB_TOKEN Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Transports (raw) | stdio, stdio, stdio, stdio, stdio, stdio, streamable-http Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Repository (raw) | https://github.com/jmrplens/gitlab-mcp-server Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Package registries (raw) | mcpb, mcpb, mcpb, mcpb, mcpb, mcpb Source: MCP-Register · collected on 2026-08-06 · self-declared |
| Required secret headers (raw) | PRIVATE-TOKEN Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote URLs (raw) | https://mcp.jmrp.io/gitlab Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Remote hosts (raw) | mcp.jmrp.io Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| First listed in the registry (raw) | 2026-08-22 Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Last changed in the registry (raw) | 2026-08-22 Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Delivery form (raw) | paket und remote Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Package identifiers (raw) | https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Package versions (raw) | 2.6.6 Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Runtime hints (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable formats (raw) | boolean, number, string Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Environment variable descriptions (raw) | AUTO_UPDATE=Auto-update mode: true (auto-apply), check (log-only), false (disabled). Default: true · AUTO_UPDATE_INTERVAL=Periodic update check interval in HTTP mode (default: 1h) · AUTO_UPDATE_REPO=GitHub repository slug for release assets (default: jmrplens/gitlab-mcp-server) · AUTO_UPDATE_TIMEOUT=Startup/background update timeout, range 5s-10m (default: 60s) · CAPABILITY_SURFACE=Resource and prompt catalog selector: full or minimal (default: full) · EMBEDDED_RESOURCES=Append EmbeddedResource content blocks (clickable links to MCP resources) to get_* tool results (default: true) · EXCLUDE_TOOLS=Comma-separated tool names to exclude from registration (e.g. gitlab_admin,gitlab_runner) · GITLAB_IGNORE_SCOPES=Skip Personal Access Token scope detection and register all tools regardless of token permissions (default: false) · GITLAB_MCP_ALLOWED_IMPORT_DIRS=Extra OS path-list-separated directories allowed for local GitLab import archives · GITLAB_READ_ONLY=Read-only mode: disables all mutating tools (default: false) · GITLAB_SAFE_MODE=Safe mode: intercepts mutating tools and returns a JSON preview instead of executing (default: false) · GITLAB_SKIP_TLS_VERIFY=Skip TLS certificate verification for self-signed certs (default: false) · GITLAB_TIER=GitLab edition tier: free/ce, premium, or ultimate. When unset, detected from GET /license (fallback free). Gates Premium/Ultimate tools; GitLab.com Ultimate also exposes Orbit Knowledge Graph tools. Replaces the deprecated GITLAB_ENTERPRISE boolean · GITLAB_TOKEN=GitLab Personal Access Token (glpat-...) · GITLAB_URL=GitLab instance URL (default: https://gitlab.com; set for self-managed instances) · LOG_LEVEL=Logging verbosity (default: info) · META_PARAM_SCHEMA=Meta-tool input schema detail: opaque, compact, or full (default: opaque) · RATE_LIMIT_BURST=Token-bucket burst size when RATE_LIMIT_RPS is greater than 0 (default: 40) · RATE_LIMIT_RPS=Per-server tools/call rate limit in requests per second; 0 disables it (default: 0) · TOOL_SURFACE=Tool catalog selector: dynamic, meta, or individual (default: dynamic) · UPLOAD_MAX_FILE_SIZE=Maximum attachment upload size in bytes or human-readable (e.g. 2GB). Default: 2147483648 (2 GB) Source: MCP-Register · collected on 2026-08-16 · self-declared |
| Icon formats (raw) | image/svg+xml Source: MCP-Register · collected on 2026-08-16 · self-declared |
Changes
| 2026-08-23 | Version: 2.6.5 → 2.6.6 |
|---|---|
| 2026-08-23 | Last changed in the registry (raw): 2026-08-21 → 2026-08-22 |
| 2026-08-23 | First listed in the registry (raw): 2026-08-21 → 2026-08-22 |
| 2026-08-23 | Package versions (raw): 2.6.5 → 2.6.6 |
| 2026-08-23 | Package identifiers (raw): https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-darwin-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-darwin-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-linux-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-linux-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-windows-amd64.exe, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-windows-arm64.exe → https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-amd64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-linux-arm64, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-amd64.exe, https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-windows-arm64.exe |
| 2026-08-23 | Package coordinate: mcpb:https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.5/gitlab-mcp-server-darwin-amd64 → mcpb:https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.6.6/gitlab-mcp-server-darwin-amd64 |
| 2026-08-23 | Homepage: https://jmrplens.github.io/gitlab-mcp-server/ → https://mcp.jmrp.io/ |
| 2026-08-22 | Version: 2.6.4 → 2.6.5 |
| 2026-08-22 | Last changed in the registry (raw): 2026-08-17 → 2026-08-21 |
| 2026-08-22 | First listed in the registry (raw): 2026-08-17 → 2026-08-21 |
These are the 10 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-jmrplens-gitlab-mcp-server