Tools and Systems for Math, AI, and Proof Verification with Bug Detection and Auto Fixing

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Tools and Systems for Math, AI, and Proof Verification with Bug Detection and Auto Fixing

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Why this server?
This server directly enables 'mathematical formalization workflows' and 'conversion to Lean code,' which are excellent fits for the user's request for 'lean proof or any other prover or app' for deep math capabilities.
Formath MCP
yutayamamoto
A
security
F
license
A
quality
Enables extraction of mathematical content from TeX papers and conversion to Lean code through a structured intermediate representation. Supports project scaffolding, entity management, and task tracking for mathematical formalization workflows.
Last updated -
14
Why this server?
This server explicitly provides 'logical theorem proving' and 'model verification using Prover9/Mace4,' directly addressing the user's need for robust mathematical provers and AI reasoning.
MCP-Logic
angrysky56
-
security
A
license
-
quality
MCP-Logic is a server that provides AI systems with automated reasoning capabilities, enabling logical theorem proving and model verification using Prover9/Mace4 through a clean MCP interface.
Last updated -
30
MIT License
Why this server?
This server is dedicated to 'mathematical computations, including numerical and symbolic calculations,' directly fulfilling the user's requirement for robust math capabilities.
Fermat MCP
abhiphile
A
security
A
license
A
quality
A FastMCP server for mathematical computations, including numerical and symbolic calculations with NumPy and SymPy integration, as well as data visualization through Matplotlib.
Last updated -
12
5
Python
MIT License
Why this server?
This server enhances AI's 'reasoning capabilities' for 'intricate multi-step reasoning tasks with precision and efficiency,' which is crucial for deep and robust AI and complex mathematical problem-solving.
DeepSeek-Claude MCP Server
HarshJ23
A
security
A
license
A
quality
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine for intricate multi-step reasoning tasks with precision and efficiency.
Last updated -
1
48
Python
MIT License
Why this server?
This server offers 'rapid debugging of server logs with actionable fixes,' directly aligning with the user's need for 'issues bugs and challenges detection and fix fully' in system checks.
LogAnalyzer MCP Server
ChiragPatankar
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security
A
license
-
quality
An AI-powered server that provides rapid debugging of server logs with actionable fixes in under 30 seconds, featuring real-time monitoring and root cause analysis through Google Gemini integration.
Last updated -
7
JavaScript
MIT License
Why this server?
This server provides 'comprehensive code analysis' including 'security vulnerability fixes' and 'refactoring suggestions,' directly supporting the user's request for 'issues bugs and challenges detection and fix fully' for code.
Smart Code Reviewer
renjismzy
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security
A
license
-
quality
Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
Last updated -
TypeScript
MIT License
Why this server?
Described as an 'autonomous debugging system' that tackles 'tricky bugs,' this server is a strong match for detecting and fixing 'issues, bugs, and challenges' in a fully automated manner.
Deebo
snagasuri
A
security
A
license
A
quality
Deebo
Last updated -
4
0
621
JavaScript
Apache 2.0
Why this server?
This server enables 'comprehensive analysis of ... project testing setups' and generates 'actionable recommendations for improving test quality,' which directly contributes to 'system check and issues bugs and challenges detection and fix.'
Test Analyzer MCP Server
giri-jeedigunta
A
security
F
license
A
quality
Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.
Last updated -
3
JavaScript
Why this server?
This server facilitates 'unified execution and result parsing for various testing frameworks,' making it ideal for the 'system check' and 'detection' aspects of the user's query.
Test Runner MCP
privsim
A
security
A
license
A
quality
Facilitates unified execution and result parsing for various testing frameworks, including Bats, Pytest, Flutter, Jest, and Go, through a Model Context Protocol interface.
Last updated -
1
15
TypeScript
MIT License
Why this server?
This server provides 'code manipulation, execution, and version control capabilities,' enabling AI to 'read, write, and execute code,' which is essential for implementing detected fixes and ensuring robustness in development.
CodeSavant
twolven
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security
A
license
-
quality
Provides code manipulation, execution, and version control capabilities. It allows AI assistants to read, write, and execute code while maintaining a history of changes.
Last updated -
9
Python
MIT License