Personalized Summary Service

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Personalized Summary Service

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Why this server?
This server directly provides intelligent summarization capabilities, which can be adapted to generate personalized summaries based on content and context.
MCP-summarization-functions
Text Summarization RAG Systems Agent Orchestration
Braffolk
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security
A
license
-
quality
Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
Last updated 8 months ago
12
37
MIT
Why this server?
This tool supports different summary styles and allows users to manage saved summaries, indicating an ability to generate personalized or customized summaries.
IDE Chat Summarizer
Note Taking Text Summarization File Systems
RalphLi213
A
security
F
license
A
quality
Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.
Last updated 6 months ago
4
Why this server?
This server explicitly mentions summarizing notes with 'customizable detail levels,' which directly aligns with the concept of personalized summaries.
mcp-meituan-ip
Note Taking Text Summarization
aixi134
A
security
A
license
A
quality
A simple note storage system that allows creating, storing, and summarizing notes with customizable detail levels.
Last updated 9 months ago
2
MIT
Why this server?
This server allows users to summarize notes with 'varying detail levels,' offering a form of personalized summarization based on user preference.
Notes MCP Server
Note Taking Text Summarization
daikw
A
security
F
license
A
quality
A simple note storage system that lets users create and summarize notes with varying detail levels using Claude.
Last updated a year ago
1
1
Why this server?
This server facilitates managing and summarizing notes with 'varying detail levels,' suggesting the capability for personalized summaries.
mcp-discord-chat MCP server
Note Taking Text Summarization
koladev32
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security
F
license
-
quality
Facilitates note storage and summarization through custom URIs, allowing users to manage, summarize, and update notes with varying detail levels in a collaborative environment.
Last updated a year ago
Why this server?
This server generates summaries of a user's thinking process, which inherently provides a personalized summary of their cognitive progression.
Sequential Thinking MCP Server
Knowledge & Memory Developer Tools Note Taking
badbboy
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security
A
license
-
quality
Facilitates structured, progressive thinking through defined cognitive stages (Problem Definition, Research, Analysis, Synthesis, Conclusion), enabling users to break down complex problems, track thought progression, and generate summaries of their thinking process.
Last updated 8 months ago
MIT
Why this server?
While not explicitly 'personalized,' this server generates summaries tailored to specific git merge requests, providing a summary individualized to that particular code change.
MCP Merge Request Summarizer
Version Control Developer Tools Text Summarization
sonicjoy
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security
A
license
-
quality
Automatically generates comprehensive merge request summaries from git logs, analyzing commit history and categorizing changes into structured descriptions. Provides tools to analyze git repositories, compare branches, and create detailed summaries with change categorization, impact analysis, and review time estimates.
Last updated 6 months ago
1
MIT
Why this server?
This tool summarizes specific README files into structured JSON, meaning each summary is personalized to the content of the analyzed document.
README Insight MCP
Documentation Access Text Summarization Developer Tools
naeem-gitonga
A
security
F
license
A
quality
Provides tools to summarize README files from local paths or public Git repositories into structured JSON summaries. It enables users to quickly extract key facts and project overviews from documentation through automated tool calls.
Last updated a month ago
2
Why this server?
This server generates 'interpretive summaries' of tabular data, implying that the summaries are tailored to the specific data and its analysis, offering a personalized interpretation.
MCP Autonomous Analyst
Autonomous Agents Research & Data Vector Databases
MadMando
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security
F
license
-
quality
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.
Last updated 9 months ago