MCP Science

Open-source MCP servers for scientific research.

Data confidence74/100
Source coverage63/100
Publish confidence70/100
Evidence checkedJul 30, 2026

Moderate-confidence page: useful public signals are present, but some evidence sources may be missing or stale.

Evidence Watch

ToolVitals has useful public signals for MCP Science, but not enough evidence to publish a strong verdict score yet.

GitHub source74/100 data confidence
About this tool

What ToolVitals knows about MCP Science

Open-source MCP servers for scientific research.

This tool has an OSI-approved open-source license signal.

Multiple signals suggest declining health or reduced shipping momentum.

Source-visible projectAI Agent ToolsOSI-approved OSSEvidence Watch
Repository

GitHub Activity

PY
pathintegral-institute/mcp.science
Stars147
Forks30
Watchers147
Open Issues5
Primary Language
Python
Last Commit
153 days ago
Releases 90d
0
Default Branch
main
License
MIT
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence74/100Good
Source Coverage63/100Partial
Publish Confidence70/100Good

ConfidenceModerate confidence with some missing public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
MIT

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Developer Tools
Use Case
AI Agent Tools
Openness
OSI-approved OSS
License
MIT
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Evidence Watch
Status
Critical
Maintainers

README Badge

Show this ToolVitals status in project docs.

Open badge SVG
Tags
developer-toolsmcpresearchscienceopen-sourceai-agent-toolsscientific-research

Recommended Alternatives

Top-ranked tools in the same use case by public ToolVitals evidence.

Agno

Active · OSI-approved OSS

100

Mem0

Active · OSI-approved OSS

100

AutoGPT

Active · OSI-approved OSS

100

Some links are affiliate links. ToolVitals may earn a commission from qualifying purchases.