Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Reverse Engineering Assistant PyPI
A
reverse-engineering-assistant

ReVa - AI-powered Reverse Engineering Assistant for Ghidra with MCP server and Claude CLI integration

Developer Tools Score 99/100 0 findings Cap. Minimal
Review Swarm PyPI
A
review-swarm

Collaborative AI code review MCP server -- shared whiteboard for multi-agent code review via MCP

Developer Tools Score 99/100 0 findings Cap. Minimal
Ritn3d PyPI
A
ritn3d-mcp

Model Context Protocol server for Ritn3D — give Claude and other AI agents tools to validate floor plans, check share links, estimate render complexity, and convert units for 3D printing of architectural models.

Developer Tools Score 99/100 0 findings Cap. Minimal
Robotics Control PyPI
A
robotics-control-mcp

Robotics Control MCP server. Tools: list devices, send command, read sensor. Built by MEOK AI Labs.

Developer Tools Score 99/100 0 findings Cap. Minimal
Rosh PyPI
A
rosh-mcp

MCP server for Rosh — give any AI the power to create interactive web apps, games, and 3D scenes

Developer Tools Score 99/100 0 findings Cap. Minimal
Rs485 PyPI
A
mcp-rs485

MCP server that exposes RS485 bus connectivity

Developer Tools Score 99/100 0 findings Cap. Minimal
Rust Minidump PyPI
A
rust-minidump-mcp

Rust Minidump MCP server

Developer Tools Score 99/100 0 findings Cap. Minimal
Ruyimgby Mcp Vision PyPI
A
ruyimgby-mcp-vision-server

MCP server exposing OpenAI-compatible vision models (14 providers preset) as an image-understanding tool

Developer Tools Score 99/100 0 findings Cap. Minimal
Safe Kaggle PyPI
A
safe-kaggle-mcp

A safety-first MCP server connecting Claude to Kaggle (competitions, datasets, kernels, models).

Developer Tools Score 99/100 0 findings Cap. Minimal
Safe Migrations PyPI
A
safe-migrations-mcp

MCP server that stops AI agents from breaking DB schemas and config files. Diff, risk-flag, and require explicit confirmation before any write.

Developer Tools Score 99/100 0 findings Cap. Minimal
Scam Detector PyPI
A
scam-detector-mcp

Scam and fraud detection for AI agents. Instant scam check, phishing URL analysis, social engineering detection, sender verification, scam reporting. Zero-config free tier. Built by MEOK AI Labs.

Developer Tools Score 99/100 0 findings Cap. Minimal
Scc PyPI
A
scc-mcp

Security Command Center MCP server

Developer Tools Score 99/100 0 findings Cap. Minimal
Scenext PyPI
A
scenext-mcp

Scenext MCP Server - AI视频生成服务的MCP服务器

Developer Tools Score 99/100 0 findings Cap. Minimal
Scorecard 2 implementations
A
best: mcp-scorecard

Pre-flight checks for MCP servers: passive token footprint, use-case scoping, security, and name safety. LLM-facing quality scorecard.

Developer Tools Best score 99/100 0 findings Cap. Minimal
Scrapy PyPI
A
scrapy-mcp-server

MCP server for Scrapy request inspection and debugging

Developer Tools Score 99/100 1 finding Cap. Minimal
Screenshot Feedback Hook PyPI
A
screenshot-feedback-hook-mcp

Screenshot feedback for coding agents — let your agent SEE what it builds (MCP server + Claude Code hook)

Developer Tools Score 99/100 1 finding Cap. Minimal
Sdlxliff PyPI
A
mcp-server-sdlxliff

MCP server for parsing, reading, and modifying SDLXLIFF translation files (SDL Trados Studio format)

Developer Tools Score 99/100 0 findings Cap. Minimal
Searchconsole PyPI
A
searchconsole-mcp

MCP server for Google Search Console — query search analytics, manage sitemaps, inspect URLs

Developer Tools Score 99/100 0 findings Cap. Minimal
Secure Cluster PyPI
A
secure-cluster-mcp

MCP server for SLURM cluster interactions enabling end-to-end AI-assisted coding workflows

Developer Tools Score 99/100 2 findings Cap. Minimal
Semaphore PyPI
A
semaphore-mcp

Model Context Protocol (MCP) server for SemaphoreUI automation

Developer Tools Score 99/100 0 findings Cap. Minimal
Semcode PyPI
A
semcode-mcp

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion

Developer Tools Score 99/100 0 findings Cap. Minimal
Senrah PyPI
A
senrah

Semantic PR search for AI coding agents — ingest, index, and retrieve merged-PR precedents via MCP

Developer Tools Score 99/100 0 findings Cap. Minimal
Sentinel 2 implementations
A
best: mcp-sentinel

Automated testing framework for MCP (Model Context Protocol) servers

Developer Tools Best score 99/100 0 findings Cap. Minimal
Sentisift PyPI
A
sentisift-mcp

Official Model Context Protocol (MCP) server for SentiSift. Lets Claude Desktop, Cursor, VS Code, Continue, and other MCP-compatible AI hosts call the SentiSift comment-moderation and intelligence API as a native tool.

Developer Tools Score 99/100 0 findings Cap. Minimal