MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,958 servers in this category.
Lets an AI client manage Google Play developer workflows including inspecting releases, reviews, reports, and preparing authorized changes.
$claude mcp add pubship -- uvx pubship
Provides coding agents with read-only SQL schema knowledge and PII-safe query capabilities for SQL Server, MySQL, and MariaDB.
$claude mcp add sql-safe-mcp -- uvx sql-safe-mcpProvides coding agents with read-only SQL schema knowledge and PII-safe query capabilities for SQL Server, MySQL, and MariaDB.
$claude mcp add sql-mini-mcp -- uvx sql-mini-mcp
Provides an AI-driven markdown journaling system that maintains project state, enforces safety rules, and prevents repetitive or destructive actions.
$https://github.com/marstudio360/vibedna-journal-mcp/releases/download/v1.0.3/vibedna-journal-mcp-1.0.3.mcpb
Enables AI clients to generate academic figures, verify mathematical solutions, read STEM lecture materials, and export study documents.
$claude mcp add openstem-mcp -- uvx openstem-mcp
Inspect YouTube video Creative Commons license classifications and record license-label signals for rights reviews.
$https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-youtube-trainability-0.1.1.mcpb
Lets an AI client identify Python library API changes, breaking releases, and recommended replacements using local static diffs.
$claude mcp add deptime -- uvx deptime
Provides a markdown-based wiki for coding agents to store decisions, track project drift, and manage session checkpoints via MCP.
$claude mcp add memory-boost -- uvx memory-boost
Lets an AI agent perform passive security audits on untrusted code using a hardened container of ten security scanners.
$claude mcp add appsec-toolbox-mcp -- docker run -i --rm ghcr.io/ai-ronin-systems/appsec-toolbox-mcp:0.3.0
Analyzes code changes to trace reverse dependencies, recommend relevant tests, and map the blast radius of repository modifications.
$claude mcp add reporipple -- uvx reporipple
Routes document parsing tasks between Markitdown, Docling, and LlamaParse to convert files and URLs into high-quality markdown.
$https://github.com/adelaidasofia/parse-mcp/releases/download/v0.1.0/parse-mcp.mcpb
Centralizes institutional technical knowledge by serving scoped coding rules and lessons learned to AI agents through typed MCP tools.
$claude mcp add axiom-meridian-project -- uvx axiom-meridian
Lets an AI client track prompt regressions and evaluate prompt changes against labeled test cases with local evidence for human review.
$claude mcp add guardrails-mcp -- uvx guardrails-mcp
Run LLM evaluation suites against local or hosted models and compare performance runs with statistical noise floor analysis.
$claude mcp add evalpair -- uvx evalpair
Maintains a unified project log across multiple AI coding tools to track progress, next steps, and session history.
$claude mcp add waypoint-mcp -- uvx waypoint-mcp
Provides technical SEO tools for AI agents to generate structured data, meta tags, robots directives, and analyze SERP rendering.
$claude mcp add autorank-mcp -- uvx autorank-mcp
Scores AI-generated UI for genericness using an LLM judge to identify repetitive design patterns and layout novelty.
$claude mcp add slop-eval -- uvx slop-eval-cli
Provides a local context engine that indexes repositories into code graphs and hybrid search to deliver budgeted, relevant code to AI agents.
$claude mcp add contextsmith -- uvx contextsmith
Extracts structured heading trees, page ranges, and specific section text from PDF documents for RAG pipelines and document analysis.
$claude mcp add section-anything -- uvx section-anything-mcp
Provides AI assistants with a searchable, cited memory of a codebase including git history, impact analysis, and documentation drift detection.
$claude mcp add codebase-brain-mcp -- uvx codebase-brain-mcp