MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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podcast-summarizer-mcpgithub.com/kaiding-ucb/podcast-summarizer-mcpupdated this year
Summarize podcasts on Youtube. No transcripts & subtitles required.
MIT -
summarizer_mcpgithub.com/uchamod/summarizer_mcpupdated this year
summarize external sources like YT videos,Wikis,Web Content etc.
★ 1 -
youtube-summarizegithub.com/zlatkoc/youtube-summarizeupdated this year
MCP server that fetches YouTube video transcripts and optionally summarizes them
pypi MIT -
meeting-summarizer-ai-mcpgithub.com/csoai-org/meeting-summarizer-ai-mcpupdated this year
Meeting Summarizer Ai MCP server. Tools: summarize meeting, extract action items, identify decisions. Built by MEOK AI Labs.
pypi MIT License -
@mseep/mcp-summarizerstale
A MCP server for summarizing text
npm -
summarizer-ai-mcpgithub.com/csoai-org/summarizer-ai-mcpupdated this year
MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From MEOK AI Labs.
npm MIT -
MCP server that fetches YouTube video transcripts and optionally summarizes them.
MIT ★ 6 -
@iflow-mcp/braffolk-mcp-summarization-functionsgithub.com/braffolk/mcp-summarization-functionsupdated this year
Provides summarised output from various actions that could otherwise eat up tokens and cause crashes
npm MIT -
This project is designed to summarize emails using a custom IMAP client to connect to the user's email inbox and retrieve relevant messages based on specified criteria.
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Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents
MIT ★ 37 -
newslensgithub.com/Arnab-cloud/newslensupdated this year
Utility to use News-Summarization model as a function, tool, MCP or A2A server
MIT -
@theyahia/yandexgpt-mcpgithub.com/theyahia/yandexgpt-mcpupdated this year
MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)
npm MIT -
Rust SDK and MCP server for Kagi search and summarization in apps and AI agents.
MIT ★ 3 -
TranscriptionTools-MCPgithub.com/MushroomFleet/TranscriptionTools-MCPupdated this year
MCP server for transcript processing — formatting, contextual repair & smart summarization with deep-thinking LLMs
MIT ★ 20 -
Self-hosted Telegram channel summarizer: a Telegram bot, Claude Code plugin and MCP server that summarize the channels you follow - private ones too - into one short daily digest, every point linked to its post. 13 styles, 5 languages, folder groups, search and channel discovery.
NOASSERTION -
kagi-ken-mcpgithub.com/czottmann/kagi-ken-mcpupdated this year
Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well with your agent.
MIT ★ 42 -
Self-hosted Telegram channel summarizer: a bot, a Claude Code skill CLI and an MCP server that turn the channels you follow into one short digest, every point linked to its post.
pypi LicenseRef-Source-Available -
Kagi-Session2API-MCPgithub.com/KSroido/Kagi-Session2API-MCPupdated this year
Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.
★ 44 -
A lightweight MCP server that aggregates research articles, papers, and online resources, and provides concise, summarized answers to Claude Desktop. Perfect for quickly fetching and summarizing the latest information from sources like ArXiv, Wikipedia, and Google Scholar
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Query and Summarize your chat messages.
★ 1,027 -
@mseep/transcription-tools-mcpupdated this year
MCP server for Transcription Tools providing repair, formatting, and summarization capabilities
npm MIT -
Soniquegithub.com/git-sharwaree/Soniqueupdated this year
A lightweight toolkit to transcribe, summarize, and analyze audio content using intelligent processing
MIT -
Summarize your Claude.ai conversations. Search and synthesise across time, both via MCP and offline.
AGPL-3.0 -
MCP Server to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).
ISC ★ 6 -
note-taking-ai-mcpgithub.com/csoai-org/note-taking-ai-mcpupdated this year
Note Taking Ai automation via MCP. Includes create note, search notes, summarize notes. By MEOK AI Labs.
npm MIT -
AI agent that summarizes governance proposals from Snapshot & Agora — enables voter clarity and stores summaries onchain using MCP.
★ 3 -
portfangithub.com/cognis-digital/portfanupdated this year
Summarize and diff nmap XML into prioritized, attackable findings
NOASSERTION -
Small, readable MCP server (TypeScript, stdio) for inspecting software releases: list recent, get by id, summarize failures.
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litra-paper-search-mcpgithub.com/akkylab/litra-paper-search-mcpupdated this year
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
npm MIT -
vcm-mcpno update data
Token-aware compaction of .vcm/history.json into SKILL.md, plus read/write of SKILL.md. Runs locally; the summarizer call goes to any OpenAI-compatible endpoint.
smithery -
ecommerce-ai-mcpgithub.com/csoai-org/ecommerce-ai-mcpupdated this year
AI-powered ecommerce ai MCP server for agents. Supports write product description, optimize pricing, summarize reviews. By MEOK AI Labs.
npm MIT -
memcordgithub.com/ukkit/memcordupdated this year
privacy-first, self-hosted MCP server helps you organize chat history, summarize messages, search across past chats with AI — and keeps everything secure and fully under your control.
pypi MIT -
@colossal-api/docpulse-mcpupdated this year
MCP server for document extraction, field parsing, and summarization — powered by Colossal API
npm MIT -
cursor-eod-mcpgithub.com/SackeyDavid/cursor-eod-mcpupdated this year
A powerful MCP server for Cursor and VS Code that summarizes your daily work and posts formatted updates directly to Slack.
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tdai-mcp-servergithub.com/iceyychain/tdai-mcp-serverupdated this year
A MCP tool designed for agents like TRAE and other popular ones, which can help the agent to memorize conversations with user and summarize his/her preferences.
★ 2 -
gemini-cortex-mcpgithub.com/atknony/gemini-cortex-mcpupdated this year
MCP server that gives AI assistants a second brain — delegating live web search, video/audio understanding, and massive-context summarization to Google Gemini.
MIT -
MCP server built with FastMCP for tracking, listing, and summarizing expenses. Works with Claude Desktop or MCP Inspector for seamless expense management.
MIT -
Python CLI application using MCP and Claude AI for intelligent document management with natural language interaction and automated formatting/summarization capabilities.
MIT -
gemini-mcp-servergithub.com/ethan-tsai-tsai/gemini-mcp-serverupdated this year
MCP server wrapping Gemini CLI for Claude Code — delegate token-heavy tasks (summarize, analyze, review) to Gemini
ISC ★ 1 -
MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..
★ 1 -
mcp-promptsgithub.com/tubone24/mcp-promptsupdated this year
This server allows you to create, organize, and serve prompt templates that can be used by MCP clients for various tasks like meeting analysis, content summarization, and blog post creation.
MIT ★ 1 -
MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment
MIT ★ 14 -
mcp-diffgithub.com/jeffereychown-Max/mcp-diffupdated this year
6 unified-diff tools (diff, patch, 3-way merge, compare files, summarize, structured) for Claude / Cursor / any MCP client. Free, MIT.
MIT -
Open-source MCP server for ArcGIS Online & Enterprise — search, inspect, query, summarize, geocode, and (opt-in) edit & publish. Zero dependencies.
MIT -
claude-context-syncgithub.com/ybin4548/claude-context-syncupdated this year
MCP server that automatically summarizes and shares context across parallel Claude Code sessions
npm MIT -
claude-meeting-mcpgithub.com/Aedelon/claude-meeting-mcpupdated this year
MCP Server to record, transcribe, and summarize any audio — meetings, YouTube, podcasts, lectures — with speaker identification and automatic meeting minutes. Cross-platform (macOS, Windows, Linux).
Apache-2.0 ★ 1 -
A small, least-privilege MCP server for email: summarize and draft replies, nothing else. Any IMAP provider; password only from your OS keychain.
MIT -
Local-only Bob skill + MCP server that categorizes CSV bank exports, summarizes spending and finds recurring charges. No network, no accounts.
MIT -
ShieldLabs MCP server: read identifications, search history, summarize users, devices and IPs, explain Risk Scores and verify webhook signatures from any MCP client.
npm MIT -
agent-memorystore-mcpgithub.com/mdfifty50-boop/agent-memory-mcpupdated this year
MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries
npm MIT -
A Python-based remote MCP server for tracking and summarizing personal expenses, with SQLite-backed storage, category metadata, and HTTP-exposed tools for adding, listing, and analyzing spending.
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Shodan MCP Serverno update data
Access Shodan's API to enhance your AI assistant's capabilities. Query detailed information about internet-connected devices and services to bolster cybersecurity research and threat intelligence. Simplify your data retrieval with advanced search functionalities and result summarization.
smithery -
Personal digests from Telegram channels and chats: summarizes threads, extracts key points, and delivers a clean daily/weekly brief with links and context.
MIT ★ 26 -
Context compaction and safety gating for AI agents via TypeSafe Jev: keeps messages verbatim, no summarization. OpenAI, Anthropic, LangChain, CLI, MCP.
MIT ★ 2 -
Research-Paper-MCPgithub.com/BhimPrasadAdhikari/Research-Paper-MCPupdated this year
This is arXiv papers research MCP server. It provides various tools to search, summarize, extract info and access to folders (that stores some preprocessed research papers) of the reseach papers based on topics.
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Developing a self-hosted Matrix (Synapse) server with a Claude-powered MCP server that lets Claude Desktop read, search, and summarize your Matrix rooms and messages. As well working on migration of public to private server
★ 2 -
HappyScribe Agent Plugin: transcribe audio/video and search, summarize and quote-check meeting notes from any Agent Plugins client (MCP server + skills).
MIT -
A simple Model Context Protocol (MCP) server built using the FastMCP framework. This demo turns your Claude Desktop into a sticky note manager, letting you add, read, and summarize notes through natural language or MCP tools.
★ 1 -
MCP server that turns a folder of Spanish invoice PDFs into validated data: classify, extract NIF/IVA/IRPF with arithmetic checks, and summarize IVA per quarter. Local, read-only.
MIT -
Check declared content rights before RAG, AI input, summarization, training or indexing. Signed RSL evidence via HTTP x402; no legal clearance.
★ 1