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"Improving the Software Development Process" matching MCP servers:
- AlicenseAqualityDmaintenanceEnables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.45,9046MIT
- AlicenseAqualityAmaintenanceA read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.49MIT
- AlicenseAqualityAmaintenanceMCP server for Coalesce that manages nodes, pipelines, environments, jobs, and runs, and enables project validation, DDL/DML preview, deployment planning, and cloud environment application.1001952MIT

spidra-mcp-serverofficial
AlicenseAqualityBmaintenanceEnables AI assistants to scrape pages, batch-process URLs, and crawl entire websites with AI-powered extraction.12373MIT- AlicenseBqualityDmaintenanceA task management MCP server for AI-driven development, enabling creation, tracking, and organization of tasks with subtasks, priorities, and dependencies via natural language commands.133MIT
- AlicenseAqualityBmaintenanceA lightweight MCP server that enables AI assistants to execute local development tools and retrieve system status with low latency over stdio or HTTP.15313MIT
- AlicenseAqualityAmaintenanceMCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.87602MIT
- AlicenseAqualityCmaintenanceRelays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.37MIT
- AlicenseAqualityAmaintenanceEnables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.51518MIT
- AlicenseAqualityDmaintenanceA TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.520AGPL 3.0
- AlicenseAqualityAmaintenanceEnables interaction with Steam: search games, get store details, reviews, prices, discounts, news, and player profiles, libraries, and achievements via the Steam Web API.254424MIT
- AlicenseAqualityAmaintenanceUnofficial MCP server for the messdienst24.de utility portal, providing tools to retrieve heating and hot-water consumption data, download PDF reports, and compare usage trends.3MIT
- AlicenseAqualityAmaintenanceProvides AI agents with access to the Colyseus documentation, enabling searching, reading, and listing of documentation pages.310MIT
- AlicenseAqualityAmaintenanceMCP server for the ReactUse library. Exposes 110+ React Hook signatures, examples, and API metadata so AI coding assistants can discover and use any hook from @reactuses/core directly.31,039The Unlicense
- AlicenseAqualityDmaintenanceThe MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.12501MIT
- AlicenseAqualityAmaintenanceMCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.161172ISC
- AlicenseAqualityCmaintenancemistral-mcp is a TypeScript MCP server (spec 2025-11-25) that exposes the full Mistral AI API surface: 22 tools: chat, OCR, audio (Voxtral), vision, agents, embeddings, moderation, classification, files, batch, sampling, FIM (Codestral), streaming 2 resources: mistral://models, mistral://voices 6 curated prompts (French + English) with MCP argument completion Dual transport: stdio (default) + Str829216MIT
- FlicenseAqualityBmaintenanceAn MCP server that lets LLM agents operate the IDnow Trust Platform sandbox to list verification flows, create sessions, check sessions, and get session details.4
- AlicenseAqualityDmaintenanceProvides comprehensive wallet, token, and smart contract utilities for the Abstract Testnet and Mainnet, including balance checks, transfers, and ERC-20 deployments. It enables users to manage Abstract Global Wallets and generate EOA accounts through natural language commands.59MIT