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mcp-observatory MCP Server

zelinsky-alexander/mcp-observatory

Score: 43.5 Rank #11571 MCP Server
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MCP Longitudinal Assurance is a longitudinal security research platform that discovers, fingerprints, and tracks MCP servers over time. It records changes in server identity, capabilities, tool definitions, authentication, and transport security to reveal ecosystem trends and detect when an MCP deployment becomes materially different.

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Overview

zelinsky-alexander/mcp-observatory is a C++ MCP server. MCP Longitudinal Assurance is a longitudinal security research platform that discovers, fingerprints, and tracks MCP servers over time. It records changes in server identity, capabilities, tool definitions, authentication, and transport security to reveal ecosystem trends and detect when an MCP deployment becomes materially different.

Ranked #11571 out of 24850 indexed tools.

Ecosystem

C++ NOASSERTION

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 28d ago

Last commit 28d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for zelinsky-alexander/mcp-observatory
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Matched Queries

"mcp server""mcp-server"

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