A
licenseNot graded
qualityD
maintenanceMCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.
1
Apache 2.0
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"Parsing and Unparsing CSV Files for AI Context Use" matching MCP servers:
- AlicenseNot gradedqualityCmaintenanceMCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.147MIT
- FlicenseNot gradedqualityDmaintenanceAn MCP server that enables browser control agents to plan and execute UI tasks using Gemini Computer Use.15
- AlicenseAqualityDmaintenanceLong AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp81MIT
- AlicenseAqualityBmaintenanceMCP server providing virtual memory for AI context with durable SQLite storage, retrieval, and bounded prompt assembly to manage context windows.16MIT
easydeploy-ai-mcpofficial
AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server that exposes the EasyDeploy public REST API as tools for Claude, Cursor, Claude Code, and other MCP clients.24MIT- AlicenseAqualityCmaintenanceImports private ChatGPT conversations into MCP clients like Codex and Claude Code. Provides tools to fetch remote conversation content and serve cached context via local stdio.41MIT
- AlicenseDqualityFmaintenanceDescribe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Cursor — same recommendation engine, two interfaces.11MIT
- AlicenseNot gradedqualityBmaintenanceA context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.3MIT
- AlicenseNot gradedqualityBmaintenanceIdentity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.8AGPL 3.0
- AlicenseNot gradedqualityDmaintenanceProvides real-time, version-pinned documentation from 57+ AI/ML libraries to LLMs, preventing hallucinated APIs by fetching current docs and changelogs directly from GitHub.11MIT
- AlicenseNot gradedqualityDmaintenanceProvides LLMs with persistent memory and reusable skills via MCP, enabling semantic storage and retrieval of user preferences, project context, and step-by-step procedures across conversations.2MIT
- AlicenseNot gradedqualityBmaintenanceEnables text-only coding models to read images, PDFs, presentations, spreadsheets, and other non-text files through a single analyze_media tool, combining local document extraction, OCR, and optional vision models with clear evidence labeling.1MIT
- AlicenseNot gradedqualityBmaintenanceMCP server for deterministic context preflight, token counting, and credential redaction for coding agents, with a free local tier up to 12,000 characters and paid HTTP fallback for larger inputs.113MIT
- AlicenseNot gradedqualityCmaintenanceEnables Claude to offload code generation to Google's Gemini, saving tokens by writing files directly to disk without returning the content to the chat.MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents like Claude and Cursor to query codebases using Augment's context engine via the Auggie CLI.2938MIT
- FlicenseNot gradedqualityDmaintenanceAnalyzes sales CSV data to filter records, compute KPIs, and generate AI-powered insights and recommendations using OpenAI.
- FlicenseNot gradedqualityBmaintenancePaid hosted MCP server for OpenAI Codex context compression, providing tools to compress context, estimate savings, issue receipts, and read history.
@verlon-ai/mcpofficial
AlicenseAqualityBmaintenanceModel Context Protocol server for Verlon AI that exposes gates, logs, recommendations, and experiments as MCP tools, enabling coding agents to inspect and manage AI infrastructure natively.5163MIT- AlicenseAqualityAmaintenanceTransforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.269513MIT
