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mcp-solver MCP Server

szeider/mcp-solver

Score: 49.3 Rank #20661 MCP Server
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Model Context Protocol (MCP) server for constraint optimization and solving"

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Overview

szeider/mcp-solver is a Python MCP server licensed under MIT. Model Context Protocol (MCP) server for constraint optimization and solving"

Ranked #20661 out of 24846 indexed tools.

Ecosystem

Python MIT 145 weekly downloads

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 185

185 stars → growing community

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 60%

6/10 issues closed → decent issue management

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 23
Description Good
License MIT

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

How to Improve

Description low impact

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Freshness high impact

Last commit was 86 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

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AgentRank score for szeider/mcp-solver
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

From the README

# MCP Solver

 

An MCP server for constraint solving (SAT, MaxSAT, SMT, CP, ASP, DP). It turns
the connected LLM host into a solver-writing agent: the host gets a Python
kernel preloaded with a real solver library, modeling instructions for the
chosen backend, and a submission gate. The host encodes the problem, runs
and verifies it against the real solver, and submits the final program —
the outcome is the solution plus the verified solver program that produced
it.

> **Version 4 is a complete re-architecture.** Both the MCP interface and the
> solving engine changed; the design from the SAT 2025 paper (v3) lives on
> unchanged on the
> [`v3`](https://github.com/szeider/mcp-solver/tree/v3) branch.
> See [From v3 to v4](#from-v3-to-v4-a-new-architecture) below.

## The MCP server

`mcp-solver-serve` runs over stdio and works with any MCP host: Claude
Desktop, Claude Code, Cursor, or your own client. The host LLM does the
solving itself — the server is a solver toolkit; it runs no LLM 
Read full README on GitHub →

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