MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,953 servers in this category.
Analyzes web page performance using Google PageSpeed Insights and Chrome UX Report to provide median scores and uncertainty spreads across multiple runs.
$https://github.com/Considus/pagespeed-insights-mcp/releases/download/v2.0.1/pagespeed-insights-mcp-2.0.1.mcpb
Converts messy CSV, JSON, Excel, and PDF tables into typed Parquet files for efficient inspection and SQL querying via DuckDB.
$claude mcp add aimart -- uvx aimart-parquet
Lets an AI client check software packages for CVEs, slopsquatting, and CISA KEV status during code generation.
$claude mcp add vdb-mcp -- uvx vdb-mcp
Enables AI agents to search, install, create, and manage a registry of reusable widgets and versioned implementations.
$claude mcp add cartograph-mcp -- uvx cartograph-mcp
Enables AI clients to manage software projects using a database-driven functional-procedural programming paradigm with persistent state and directives.
$claude mcp add aimfp -- uvx aimfp
Provides combinatorial optimization middleware that converts JSON problem descriptions into verified and ranked solutions for AI agents.
$claude mcp add annealbridge -- uvx annealbridge
Centralizes AI development tools by providing a governed control plane for MCP servers, agents, and skills with secure OAuth authentication and discovery.
Launches multiple Browser-Use agents to test a website for UI bugs, broken links, and accessibility issues.
Lets an AI client backtest Taiwan and U.S. stock strategies on real FinLab market data and retrieve strategy code and evidence.
$claude mcp add --transport http finlab-ai https://mcp.finlab.finance/mcp
Compresses noisy logs, RAG retrieval chunks, and code context into structured, high-signal inputs optimized for LLMs.
$claude mcp add context-engine -- uvx melonelish-context-engine
Gives AI coding agents persistent, locally stored memory so they recall past decisions, preferences, and lessons across sessions.
$claude mcp add omega-memory -- uvx omega-memory
Enables AI clients to perform safe, line-oriented text file editing with partial reads and hash-based conflict detection.
Lets an AI client control CAD applications to draw shapes, manage layers and blocks, move entities, and export drawings.
Diagnoses and fixes CUDA, GPU driver, toolkit, and Python AI library version mismatches, in terminals, notebooks, Docker, and CI.
Gives AI agents tools for LLM delegation, browser automation, document processing, vector search, and persistent cognitive memory.
Provides a curated directory of Model Context Protocol servers, clients, SDKs, and tools organized by use case.
Enables AI agents to query, modify, and build Power BI semantic models and reports using natural language and JSON specifications.
Routes coding tool prompts to free or local models to reduce Claude Pro/Max quota consumption and API costs.
Lets AI clients check whether a domain is available across 50+ TLDs using RDAP, WHOIS, and DNS verification.
Connects AI assistants to CATIA Magic and Cameo Systems Modeler to query, create, modify, and visualize SysML and UML models.