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Integrates with Galileo's evaluation and observability platform to enable dataset creation, prompt template management, experiment setup, log analysis, and step-by-step integration guides for monitoring LLM application performance.
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A critical issue was found. Do not connect this server as-is.
Scanned 27 days ago Due for re-check
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This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The EvalsInIDEServer MCP server exposes 9 tools, focused primarily on AI capabilities. Its published description reads: "Integrates with Galileo's evaluation and observability platform to enable dataset creation, prompt template management, experiment setup, log analysis, and step-by-step integratio…". It communicates over Streamable HTTP using the 2025-06-18 protocol revision, and does not require authorization to connect. MCPGrade currently rates EvalsInIDEServer F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Data-exfiltration parameters" and "Data-exfiltration parameters". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check EvalsInIDEServer's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add EvalsInIDEServer to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://api.galileo.ai/mcp/http/mcpStreamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
Integrate Galileo observability into LangChain applications. **Supported Languages:** python **Parameters:** - language (optional): Programming language for integration guide. Defaults to "python". **
Integrate Galileo observability into OpenAI API applications. **Supported Languages:** python, typescript **Parameters:** - language (optional): Programming language for integration guide. Defaults to
Get the insights (also known as signals) for a log stream in a specific project. This tool analyzes log streams and provides insights/signals that identify issues, patterns, and suggest improvements.
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: integrate_galileo_with_langchain
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameters, and token usage - Environment configuration templates - LRecommendationRemove side-channel parameters; constrain tool inputs.
tool: integrate_galileo_with_openai
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameters, and token usage - Environment configuration templates - LRecommendationRemove side-channel parameters; constrain tool inputs.
tool: validate_dataset
A tool description tries to alter the model’s use of another tool.
arted using the create_galileo_dataset tool. It always shows the first 10 rows of theRecommendationDescriptions must describe only their own tool.
tool: create_galileo_dataset
A tool description tries to alter the model’s use of another tool.
efore using the validate_dataset tool. Continue to ask the user if they want toRecommendationDescriptions must describe only their own tool.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: create_galileo_dataset
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "create_galileo_dataset"RecommendationScope tools to the minimum needed.
tool: create_prompt_template
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "create_prompt_template"RecommendationScope tools to the minimum needed.
tool: setup_galileo_experiment
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "setup_galileo_experiment"RecommendationScope tools to the minimum needed.
tool: search_docs
The server advertises open-world / broadly-scoped capabilities.
no annotations on write-capable tool "search_docs"RecommendationScope tools to the minimum needed.
tool: create_galileo_dataset
An unusually long description is a common injection-padding tactic.
description length 2820 charsRecommendationKeep descriptions concise.
tool: create_prompt_template
An unusually long description is a common injection-padding tactic.
description length 2282 charsRecommendationKeep descriptions concise.
Vantaj uptime monitoring via MCP — manage monitors, heartbeats, incidents, and status pages.
Unified gateway to Algeria's TKAWEN ecosystem: commerce, certification, and AI tools.
Provides access to the Cohereon Doctrine AI safety framework with governance components, tiered access, and agent onboarding.
Agentic rails for complex workflows with receipts, fees, and MCP tool access.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Structural TC39 spec lookup for ECMA-262 and ECMA-402 in AI agents, SHA-pinned and offline-first.
Get the signals (also known as insights) for a log stream in a specific project. This tool analyzes log streams and provides signals/insights that identify issues, patterns, and suggest improvements.
Check the status of a synthetic dataset generation job and view dataset contents. This tool allows the user to check the progress of a synthetic dataset generation job that was previously started usin
Create a new Galileo dataset with multiple data source options. **Prerequisites:** - Requires a valid Galileo API key configured in your MCP settings - You must have an active Galileo account with dat
Create a new global prompt template that can be used across all projects. **Prerequisites:** - Requires a valid Galileo API key configured in your MCP settings - You must have an active Galileo accoun
Setup and create a Galileo experiment using the Galileo SDK. **Supported Languages:** python **Parameters:** - language (optional): Programming language for experiment setup guide. Defaults to "python
Search across the Galileo documentation to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about Galileo, find specific documentat