"A local tool for counting characters in text" matching MCP servers:

• MCP Server For Local

  Dreamboat-Rachel

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  security

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  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• In Memoria

  pi22by7

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  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  171

  165

  MIT

• Perplexity Tool for Claude

  letsbuildagent

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  security

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  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  5

  MIT

• Local Documents MCP Server

  Baronco

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  security

  F

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  A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.

  Last updated 2025-07-07

  2

• mcp-text-editor

  tumf

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  A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

  Last updated 2026-03-17

  6

  185

  MIT

• Local Lens

  aotakeda

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  A 100% local development monitoring tool that captures browser console logs, network requests, and backend server output for analysis by AI assistants via MCP. It enables LLMs to debug applications by providing structured, real-time access to full-stack log data and persistent local storage.

  Last updated 2025-07-14

  5

  5

  MIT

• All-in-MCP

  isomoes

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  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  10

  2

  MIT

• MCP Translation Text

  tianfn

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  Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

  Last updated 2025-12-17

  1

  5

  MIT

• mcp-server-text-editor

  bhouston

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  An open source implementation of the Claude built-in text editor tool versions: text\_editor\_20241022 (Claude 3.5 Sonnet) text\_editor\_20250124 (Claude 3.7 Sonnet)

  Last updated 2025-03-17

  1

  76

  35

  MIT

• text-to-model

  mikan-atomoki

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  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• Text-Transformer

  xiaobenyang-com

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  MCP servers that provide multiple text conversion functions, including case conversion, string inversion, and palindrome detection.

  Last updated 2026-01-09

  8

  2

  Apache 2.0

• local-context-mcp

  obaratch

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  F

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  A local Model Context Protocol server designed to share contextual information between an AI and a user. It primarily provides a tool to retrieve the current date and time in ISO 8601 format based on the server's local timezone.

  Last updated 2026-03-22

  88

• Text-Toolkit

  xiaobenyang-com

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  security

  A

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  An MCP server that provides text conversion, formatting, and analysis functions, which can be directly integrated into the development workflow.

  Last updated 2026-01-09

  43

  2

  Apache 2.0

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• Local RAG

  shinpr

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  license

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  Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.

  Last updated 2026-04-17

  6

  2,100

  226

  MIT

• A-Share MCP Server

  firmmaple

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  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• Text Classification MCP Server

  baobab-tech

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  security

  F

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  Enables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.

  Last updated 2026-03-23

  4

• All-in-One Dev

  nguyenvanduocit

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  F

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  All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...

  Last updated 2025-02-24

  103

• Local Falcon MCP Server

  local-falcon

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  security

  A

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  Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.

  Last updated 2026-03-30

  21

  30

  16

  MIT

• local-RAG-backend

  suwa-sh

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  A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.

  Last updated 2025-07-25

  1

  MIT

• MCP Kakao Local

  yunkee-lee

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  security

  A

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  Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.

  Last updated 2025-05-11

  4

  MIT

• Social Download All In One

  BACH-AI-Tools

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  security

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  Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

  Last updated 2025-12-07

  MIT

• MCP Tool

  PiuQiuPiaQia

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  security

  F

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  A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.

  Last updated 2025-10-15

  1

  1

• Japanese Text Analyzer

  Mistizz

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  security

  A

  license

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  quality

  Counts characters and words in both Japanese and English text files, with special handling for Japanese morphological analysis and proper character counting excluding spaces and line breaks.

  Last updated 2025-08-25

  6

  3

  MIT

• Realty In Ca1 MCP Server

  BACH-AI-Tools

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  security

  A

  license

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  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  13

  MIT

• MCP Reflection Tool

  fourcolors

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  F

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  Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants, forcing structured step-by-step reasoning through complex problems to improve accuracy and maintain context during task execution.

  Last updated 2025-08-30

  1

  6

• agent-tool

  knewstimek

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  security

  A

  license

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  quality

  Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.

  Last updated 2026-04-17

  2

  51

  16

  MIT

• Obsidian MCP Local

  HenriqueCSouzza

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  security

  F

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  Enables AI assistants to search, read, create, and modify Markdown notes in local Obsidian vaults directly through filesystem operations. Supports tag-based discovery and frontmatter parsing without requiring Obsidian to be open, facilitating integration with VS Code Copilot via stdio transport.

  Last updated 2026-04-08

  4

• Realty In Au MCP Server

  BACH-AI-Tools

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  security

  A

  license

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  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• Text Analyzer

  suteeee

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  security

  F

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  Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

  Last updated 2025-09-02

• mcp-dreamlaunchers-in

  dreamlaunchersin

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  security

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  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• Tool-Plaid

  reilly3000

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  security

  F

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  quality

  Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.

  Last updated 2025-12-24

• Magic MCP Local

  cbuntingde

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  A local-first MCP server for generating production-ready React UI components entirely offline without requiring API keys or configuration. It provides tools to search, list, and create over 30 types of components including buttons, forms, and layout elements.

  Last updated 2026-03-01

• local-memory-mcp

  studiomeyer-io

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  security

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  quality

  Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools, SQLite + FTS5 + Knowledge Graph. No cloud, no API keys. One command: npx @studiomeyer/local-memory-mcp.

  Last updated 2026-04-17

  217

  1

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

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  license

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  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Local Project Sync

  Cytrogen

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  security

  F

  license

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  quality

  A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

  Last updated 2025-07-31

  7

• URL Text Fetcher MCP Server

  alexandru2882

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  security

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  Enables fetching visible text content and extracting all links from web pages through URL requests. Designed specifically for LM Studio integration to provide web scraping capabilities.

  Last updated 2025-08-12

  2

  1

• Video to Text MCP Server

  strzhao

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  security

  F

  license

  B

  quality

  Enables downloading videos from platforms like YouTube and converting them to text using OpenAI Whisper and ffmpeg. It supports multiple output formats including TXT, JSON, SRT, and VTT for transcriptions.

  Last updated 2026-01-13

  2

  1

• obsidian-local-mcp

  MatthewSuazo

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  security

  F

  license

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  quality

  A local MCP server that wraps the Obsidian CLI to give AI assistants direct access to read, edit, and manage notes within an Obsidian vault. It enables advanced operations such as frontmatter property management, context-aware searching, and the execution of internal Obsidian commands.

  Last updated 2026-03-24

  2

• mcp-local-dev

  txbm

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  security

  F

  license

  B

  quality

  Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.

  Last updated 2025-01-07

  4

  27

• Firecrawl Local MCP

  ViperBlackSkull

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  security

  F

  license

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  quality

  Provides web scraping, crawling, and site mapping capabilities by connecting directly to a self-hosted Firecrawl instance. It enables users to extract website content in markdown format and manage crawling jobs without an external API key.

  Last updated 2025-09-21

• Chainflip Broker as a Service

  CumpsD

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  security

  A

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

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  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• Local Explorer MCP

  bgauryy

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  security

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  Enables AI assistants to intelligently search and explore local file systems using native Unix commands (ripgrep, find, ls) with token-optimized output, automatic pagination, and multi-layer security validation.

  Last updated 2025-11-10

  164

  2

  MIT

• db-mcp-tool

  wirdes

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  security

  A

  license

  D

  quality

  A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.

  Last updated 2025-03-07

  9

  5

  MIT

• A-Share MCP Server

  24mlight

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  security

  A

  license

  C

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Local Memory MCP Server

  danieleugenewilliams

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  Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.

  Last updated 2025-08-10

  3

  MIT

• MCP Tool Factory

  tarunjain15

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  security

  F

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  quality

  A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

  Last updated 2025-11-23

• MCP Think Tool

  piotrpalek

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  security

  F

  license

  A

  quality

  An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.

  Last updated 2025-03-25

  1

  1

• MCP Think Tool

  DannyMac180

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  security

  A

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  quality

  An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.

  Last updated 2025-04-01

  131

  MIT