A
license-
qualityD
maintenanceEnhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.
1
MIT
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"Servers Offering MCP Prompts as Prompt Primitives" matching MCP servers:
- Alicense-qualityAmaintenanceThis MCP server compacts prompts to save on token usage.MIT
- Flicense-quality-maintenanceProvides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.
- -license-quality-maintenanceA production-ready TypeScript MCP server providing basic tools (add, echo, timestamp), resources (server info, greetings, data access), and prompt templates (analyze, code-review, summarize). Serves as a foundation for building custom MCP servers with extensible architecture.283
- Flicense-qualityDmaintenanceEnables interaction with Curri's API by managing text notes, offering tools for note creation, and generating summaries using structured prompts.
- AlicenseAqualityAmaintenanceModel Context Protocol server exposing the bankstatementparser library as first-class agent tools for reading bank statements.51Apache 2.0
- AlicenseAqualityBmaintenancetooltrim reduces the tokens agents spend re-reading bloated tool results. Run it as an MCP server exposing compress and expand_tool_output, or as a gateway in front of any upstream MCP server: it re-exposes the upstream tools unchanged and shrinks each result (HTML/JSON/logs/tables) before it reaches the model, keeping the relevant content only.22MIT
- FlicenseAqualityBmaintenanceExposes the Aporix document optimization API as an MCP tool for AI agents, enabling document compression and token/cost savings analysis.1
- AlicenseAqualityCmaintenanceAn MCP server providing secure calculation, knowledge base search, and text statistics tools, along with resources and prompts for enterprise agent integration.3MIT
- AlicenseAqualityCmaintenanceAn MCP server that exposes tools to query Erick Wendel's talks, blog posts, and videos, supporting filters and pagination, plus prompts and resources for content discovery and summarization.424MIT
- FlicenseAquality-maintenanceProvides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.5
- FlicenseAqualityCmaintenanceEnables AI agents to fetch, search, and summarize YouTube video transcripts via tools, resources, and prompts.3
- AlicenseAqualityCmaintenanceThis TypeScript-based server implements a simple notes system using MCP concepts, enabling users to create, list, and summarize text notes through natural language prompts.31,655295MIT
- FlicenseAqualityDmaintenanceEnables complex queries over data on the DANDI Archive and provides a system for managing text notes. It features tools for note creation, resources for note access via custom URIs, and prompts for generating summaries.7
- FlicenseAqualityFmaintenanceProvides various AI capabilities through DeepInfra's OpenAI-compatible API including image generation, text processing, embeddings, speech recognition, object detection, and classification tasks. Enables users to access multiple AI models for diverse tasks like generating images from prompts, transcribing audio, analyzing text sentiment, and performing computer vision operations.102
- AlicenseBqualityDmaintenanceAn MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme.47MIT
- FlicenseBqualityDmaintenanceA simple note storage MCP server that allows adding notes and summarizing them through prompts.2
- FlicenseBqualityDmaintenanceA simple TypeScript-based MCP server that implements a notes system, allowing users to create, list, and generate summaries of text notes via Claude.13
- AlicenseBqualityDmaintenanceEnables automatic conversation summarization by typing -sun command, which analyzes the current chat session and saves structured summaries as .mdc files with key insights, outcomes, and next steps.312Apache 2.0
- AlicenseBqualityDmaintenanceA simple note storage system that allows creating, storing, and summarizing notes with customizable detail levels.2MIT