mcp
mcp is an MCP server that helps AI assistants list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.
Key facts
- Category
- Monitoring & Observability
- GitHub stars
- 12
- Forks
- 9
- License
- MIT
- Last commit
- Jul 15, 2026
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 16, 2026
GitHub metrics
- Stars
- 12
- Forks
- 9
- Open issues
- 15
- Watchers
- 0
- Last commit
- Jul 15, 2026
Scores
GEO score
45/100
Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.
Needs ~7 days of metric history
Scores last calculated Jul 20, 2026.
Benchmark summary
Benchmark
22
Install
unknown
Startup
unknown
Last tested
Unknown
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is mcp?
mcp is an MCP server that helps AI assistants list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring. It belongs to the Monitoring & Observability category. It is distributed under the MIT license.
How to install mcp
See the official documentation for installation instructions.
mcp use cases
A general-purpose MCP server.
Safety notes
- Requires API token
- Unknown
- Writes to external systems
- Unknown
- Accesses local filesystem
- Unknown
- Connects to a database
- Unknown
- Security docs
- Unknown
Inferred by rule from each server's metadata, README, and category. "Unknown" means the signal could not be determined — always verify against the official docs before granting access.
Data sources
| Field | Value | Source | Confidence |
|---|---|---|---|
| Forks | 9 | GitHub REST API | high |
| Last commit | Jul 15, 2026 | GitHub REST API | high |
| License | MIT | GitHub REST API | high |
| Stars | 12 | GitHub REST API | high |
| Watchers | 0 | GitHub REST API | high |
| Has Authentication Docs | Yes | Repository README | medium |
| Has Security Docs | No | Repository README | medium |
| Risk level | Low | Automated risk inference | medium |
| Requires Api Token | Yes | Automated risk inference | low |
| Uses Network Access | Yes | Automated risk inference | low |
Confidence reflects the source: high = GitHub REST API, medium = README-derived or synthesized, low = inferred from keywords. Fields that cannot be determined are shown as "Unknown" — never fabricated.
Recent changes
- Risk level: Medium → Low
- Last commit: Jun 29, 2026 → Jul 15, 2026
- Last commit: Jun 29, 2026 → Jun 29, 2026
- Last commit: Jun 29, 2026 → Jun 29, 2026
- Last commit: Jun 29, 2026 → Jun 29, 2026
mcp alternatives
- Grafana MCP★ 3.3K · Apache-2.0 · Jul 20, 2026
Another Monitoring & Observability MCP server with similar use cases.
- Sentry MCP★ 781 · MIT · Jul 18, 2026
Another Monitoring & Observability MCP server with similar use cases.
- Auth0 MCP Server★ 112 · MIT · Jul 16, 2026
Another Monitoring & Observability MCP server with similar use cases.
- AnomalyArmor★ 1 · MIT · May 30, 2026
Another Monitoring & Observability MCP server with similar use cases.
- a2adependencyinspector-mcp★ 0 · MIT · May 20, 2026
Another Monitoring & Observability MCP server with similar use cases.
- a2areplayreceipt-mcp★ 0 · MIT · May 20, 2026
Another Monitoring & Observability MCP server with similar use cases.
mcp vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| mcp | 12 | 9 | MIT | Jul 15, 2026 |
| Grafana MCP | 3.3K | 400 | Apache-2.0 | Jul 20, 2026 |
| Sentry MCP | 781 | 129 | MIT | Jul 18, 2026 |
| Auth0 MCP Server | 112 | 42 | MIT | Jul 16, 2026 |
Frequently asked questions
What is mcp?
mcp is an MCP server that helps AI assistants list datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring. It is categorized under Monitoring & Observability.
What are good alternatives to mcp?
Popular alternatives include Grafana MCP, Sentry MCP, Auth0 MCP Server, and AnomalyArmor.
How popular is mcp on GitHub?
mcp has about 12 GitHub stars and 9 forks.
Last updated