MMCP Server Finder

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

GitHub stars
12
Forks
9
License
MIT
Last commit
May 6, 2026
Best for
connecting AI assistants to external tools
Supported clients
Last updated
Jun 12, 2026

GitHub metrics

Stars
12
Forks
9
Open issues
16
Watchers
0
Last commit
Jun 9, 2026

Scores

GEO score

45/100

Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.

Popularity20/100
Freshness100/100
Growth (7d)0/100

Needs ~7 days of metric history

Maintenance85/100

Scores last calculated Jun 12, 2026.

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

Overall risk level:Medium(score 20/100)
Requires API token
Yes
Writes to external systems
Unknown
Accesses local filesystem
Unknown
Connects to a database
Unknown
Security docs
No

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

FieldValueSourceConfidence
Forks9GitHub REST APIhigh
Last commitMay 6, 2026GitHub REST APIhigh
LicenseMITGitHub REST APIhigh
Stars12GitHub REST APIhigh
Watchers0GitHub REST APIhigh
Has Authentication DocsYesRepository READMEmedium
Has Security DocsNoRepository READMEmedium
Risk levelMediumAutomated risk inferencemedium
Requires Api TokenYesAutomated risk inferencelow
Uses Network AccessYesAutomated risk inferencelow

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

  • Stars: 0 → 12
  • Forks: 0 → 9
  • License set to MIT
  • Last commit set to May 6, 2026

See full changelog →

mcp alternatives

  • Grafana MCP3.1K · Apache-2.0 · Jun 12, 2026

    Another Monitoring & Observability MCP server with similar use cases.

  • Sentry MCP725 · MIT · Jun 12, 2026

    Another Monitoring & Observability MCP server with similar use cases.

  • Auth0 MCP Server108 · MIT · Jun 11, 2026

    Another Monitoring & Observability MCP server with similar use cases.

  • AnomalyArmor1 · MIT · May 30, 2026

    Another Monitoring & Observability MCP server with similar use cases.

  • a2adependencyinspector-mcp0 · MIT · May 20, 2026

    Another Monitoring & Observability MCP server with similar use cases.

  • a2areplayreceipt-mcp0 · MIT · May 20, 2026

    Another Monitoring & Observability MCP server with similar use cases.

See all mcp alternatives →

mcp vs related MCP servers

ServerStarsForksLicenseLast commit
mcp129MITJun 9, 2026
Grafana MCP3.1K378Apache-2.0Jun 12, 2026
Sentry MCP725115MITJun 12, 2026
Auth0 MCP Server10840MITJun 11, 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