Browse 4,370 MCP Server Configurations

mcp MCP server](https://glama.ai/mcp/servers/LumabyteCo/clarifyprompt-mcp/badges/score.svg)](https://glama.ai/mcp/servers/LumabyteCo/clarifyprompt-mcp) 📇 ☁️ 🍎 🪟 🐧 - Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

niedzwiedzki/visimark MCP server](https://glama.ai/mcp/servers/michal-niedzwiedzki/visimark/badges/score.svg)](https://glama.ai/mcp/servers/michal-niedzwiedzki/visimark) 📇 🏠 🍎 🪟 🐧 - Checks that every computed number in a Markdown document still matches the formula that produced it, and plans — then applies, behind an explicit write gate — the repair, so an agent's correct formula can't ship with a wrong total.

Up-to-date documentation for npm packages, fetched from the latest README in the package's GitHub repository.

annotator-mcp MCP server](https://glama.ai/mcp/servers/mcpware/ui-annotator-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mcpware/ui-annotator-mcp) 📇 🏠 - Annotates any web page with hover labels for AI assistants via reverse proxy injection, without browser extensions.

Structural codebase indexer for querying functions, classes, imports, dependency graphs and change impact.

Generate step-by-step development plans (PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, CLAUDE.md) using the ClaudeCode-DevPlanBuilder methodology.

Architectural decision governance for coding agents: submit proposals and query canonical decisions and their lineage, while humans keep final authority.

Android and iOS app and device automation, development and app scraping on simulators, emulators and physical devices.

Pharo Smalltalk integration: code evaluation, class and method introspection, package management, test execution and project installation in Pharo images.

Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.

Enable a human-in-the-loop feedback workflow in AI coding tools.

scope MCP server](https://glama.ai/mcp/servers/najaeda/naja-scope/badges/score.svg)](https://glama.ai/mcp/servers/najaeda/naja-scope) 🐍 🏠 - Explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) with najaeda: trace fan-in/fan-out, walk module hierarchy and jump to source.

Turn a Spring Boot application into an MCP server by reusing its existing Swagger/OpenAPI documentation.

tech/n8n-mcp MCP server](https://glama.ai/mcp/servers/AutomateLab-tech/n8n-mcp/badges/score.svg)](https://glama.ai/mcp/servers/AutomateLab-tech/n8n-mcp) 📇 🏠 - Generate n8n workflow JSON from natural language, lint for deprecated nodes, missing typeVersion and broken connections, and debug per-node execution failures.

Scaffolds a deployment-readiness harness (redaction, evals from real failures, CI regression gate) into document-QA and extraction projects, and exposes grounding, extraction and readiness checks to agents.

Formats files using .editorconfig rules so AI-generated code follows project formatting standards.

Discover and call API endpoints from OpenAPI specs using semantic search and dependency graphs, planning multi-step workflows without loading entire specs.

server-devutils MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-devutils/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-devutils) 📇 🏠 - Developer utilities: Base64, UUID, hashing, JWT decoding, cron parsing, timestamps, JSON and regex.

droid-bridge MCP server](https://glama.ai/mcp/servers/Neverlow512/agent-droid-bridge/badges/score.svg)](https://glama.ai/mcp/servers/Neverlow512/agent-droid-bridge) 🐍 🏠 - Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.

server-npm-plus MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-npm-plus/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-npm-plus) 📇 ☁️ - npm package search, bundle size checks, vulnerability scans and download comparisons.

server-github-actions MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-github-actions/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-github-actions) 📇 ☁️ - GitHub Actions: view workflow runs, read logs, re-run failed jobs and manage CI/CD.

server-markdown MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-markdown/badges/score.svg)](https://glama.ai/mcp/servers/ofershap/mcp-server-markdown) 📇 🏠 - Search, extract sections, list headings and find code blocks across Markdown files.

plugin MCP server](https://glama.ai/mcp/servers/jcooley8/pincushion-plugin/badges/score.svg)](https://glama.ai/mcp/servers/jcooley8/pincushion-plugin) 📇 ☁️ 🏠 🍎 🪟 🐧 - Visual feedback for coding agents: stakeholders drop pins on a live app, and the agent reads each pin's selector, screenshot, DOM snippet and thread to fix it.

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