MCP servers that give coding agents real developer tooling: linters, package registries, test runners, language docs and local build commands. 13,944 servers in this category.
Exposes CHAP coordinator methods as MCP tools so an AI agent can create tasks, request reviews, and record human approvals and overrides.
$claude mcp add chap -- npx -y @brightbeamai/chap-coordinator-mcpLets AI coding assistants query software dependency graphs and assess the impact of code and database changes.
$claude mcp add codelogic-mcp-server -- uvx codelogic-mcp-server
Enables AI agents to perform browser automation via raw CDP without requiring Puppeteer, Playwright, or Selenium.
$claude mcp add cdpilot -- npx -y cdpilotLets an AI client search SAM.gov entity registrations, exclusions, contract opportunities, and contract awards.
$claude mcp add sam-gov-mcp -- uvx sam-gov-mcp
Gives AI agents persistent causal memory they can store, recall, traverse, explain, and selectively forget via MCP tools.
$claude mcp add genesys -- uvx genesys-memory
Lets an AI client pull Scout APM endpoint metrics, traces, error groups, and N+1 insights to diagnose and fix performance problems.
$claude mcp add scout-mcp-local -- uvx scout-mcp-local
Wraps the Antigravity CLI with a resumable MCP control plane to run parallel, human-operable agentic sessions.
$claude mcp add codex-agy-bridge -- uvx codex-agy-bridge
A local-first message bus that enables independent coding agents on different machines to exchange ordered messages through named channels.
$claude mcp add claude-bridge -- uvx claude-code-bridge
Helps open-source contributors navigate repository rules, prepare proposals, and verify changes to earn maintainer trust.
$claude mcp add contribos -- uvx contribos
Lets an AI agent drive a self-hosted Chrome session that a human can watch and take over through a live noVNC view.
$claude mcp add agent-browser -- npx -y aether-browser
Qualify and carve dataset columns into supervised, drift-robust, human-readable bins using an AI-assisted local MCP server.
$claude mcp add autocarver -- uvx autocarver
Enables AI agents to search the Cities: Skylines II wiki, access in-game encyclopedia data, and manage local C# modding development workflows.
$claude mcp add cities2-mcp -- uvx cities2-mcp
Analyzes codebases using tree-sitter to generate AGENTS.md files that provide architectural context and conventions for AI coding agents.
$claude mcp add agents-md-generator -- uvx agents-md-generator
Enables AI coding agents to audit, fix, document, and monitor web accessibility compliance following WCAG 2.2 standards.
$claude mcp add a11y-toolkit -- uvx a11y-toolkit
Enables AI clients to query Celo blockchain data, manage tokens and NFTs, interact with smart contracts, and monitor governance and staking operations.
$claude mcp add celo-mcp -- uvx celo-mcp
Performs music-aware, multi-level comparisons of MusicXML files to detect differences in scores from global similarity down to individual notes.
$claude mcp add comparer-mcp -- uvx comparer-mcp
Provides a replay-gated index of software failures and fixes to prevent AI agents from solving the same problems repeatedly.
$claude mcp add claimidx -- uvx claimidx
Manages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr-1bfa76 -- uvx biz-dfch-specmgrManages system specification artifacts like requirements, use cases, and risks using structured markdown files.
$claude mcp add biz-dfch-specmgr -- uvx biz-dfch-specmgr
Provides pre-flight query cost and result-size guardrails for AI agents interacting with BigQuery, Snowflake, and Databricks.
$claude mcp add cost-guard-mcp -- uvx cost-guard-mcp