Development MCP Servers — Page 15

Big Brain, Bigger MCP

No-data MCP endpoint for Claude Code to Codex harness migration checks.

Inline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback.

Security scanner for MCP servers and AI agent tooling. Detects prompt injection, command injection, auth bypass, and excessive permissions.

Structural code quality analysis for Python with baseline-aware CI governance, canonical reports, and a triage-first MCP control surface for agents and IDEs.

MCP server exposing the full Mistral AI surface (chat, OCR, Codestral FIM, Voxtral audio, vision, agents, moderation, classification, files, batch). Stdio + Streamable HTTP, BYOK with Mistral's free 1B tokens/month

MCP server for e-mail testing: create disposable inboxes, wait for delivery, and extract e-mail content or links - all from your AI agent or test automation workflow.

Local stdio MCP server that lets AI coding agents read and maintain structured architecture, rules, and decisions directly from your repository.

Persistent, inspectable memory for AI agents via hosted MCP and API. Supports recall, structured query, lineage, correction, and tenant-scoped remote memory.

Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (28 meta-tools / 43 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.

Your AI assistant, plugged into your PageLens audits.

PawSift bridges Android Logcat to LLMs in a token-efficient way

MCP server that tells your agent which files to test first — git churn, coverage gaps, and test mapping as per-file risk scores.

See how OSS libs in your stack are really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

A Git MCP server that doesn't suck

Give your agent eyes — multimodal video analysis MCP.

Kamy renders invoices, receipts, contracts, and 5 more production-grade templates with a single REST call or TypeScript SDK method. No headless browser. No DevOps.

A Model Context Protocol (MCP) server for automating Ludus v1 and v2 cyber range environments through AI assistants. 190+ tools for range management, blueprints, groups, templates, scenarios, and SIEM integration.

Official MCP server for Stimulsoft Reports & Dashboards documentation. Semantic search across FAQ, Programming Manual, Server/User Manual, and Server/Cloud API for .NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, and Python platforms.

Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch and start reasoning from fact.

A local MCP server for interacting with FogBugz issue tracker through LLM

AI agent infrastructure suite — task deduplication, cost prediction, output validation, behavioral governance, shared failure intelligence. 5 products, 14 MCP tools, 1 API key.

Agent-first skill marketplace — search, evaluate, and install skills across 7 AI platforms via MCP. Features Supply Loop where agents become contributors.

Runframe is the complete incident lifecycle platform for engineering teams, covering incident response, on-call, and status pages. This MCP server lets you manage those workflows from your IDE or AI agent.

Connect your AI assistant to Featuriq — the product feedback and roadmap tool for SaaS teams. Browse top feature requests, search feedback with natural language, update statuses, notify users when features ship, and manage your roadmap — all from your AI client. Authenticates via OAuth. No manual API key setup needed.

Local code health & security scanner for vibe-coded projects. 29 MCP tools. Rust-powered, zero cloud, zero tokens.

MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.

Scaffolds Chimera fuzzing test suites for Solidity smart contracts with invariant properties, handlers, and fuzzer configs

Ship App Store screenshots from your AI coding agent: generate, localize to all 50 App Store languages, and upload to App Store Connect

Precise API context for AI agents, via MCP and REST.