A
licenseA
qualityD
maintenanceEnables extracting visible text and links from webpages for content analysis.
2
MIT
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"A tool for finding and replacing text strings in files or code" matching MCP servers:
- FlicenseBqualityCmaintenanceEnables LLMs to read and write local user data, generate fake users via sampling, and interact with structured prompts and resources.2
- AlicenseBqualityCmaintenanceEnables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.7101MIT
- AlicenseCqualityCmaintenanceEnables 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.72MIT
cocoindex-codeofficial
AlicenseAqualityAmaintenanceembedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent12,636Apache 2.0- AlicenseAqualityBmaintenanceAn MCP server that provides utility tools for text analysis, URL metadata fetching, and temperature conversion.3MIT
- AlicenseAqualityBmaintenanceRelays a result screenshot to Slack so you can review a coding agent's output without opening the app.7MIT
- AlicenseAqualityBmaintenanceAn MCP proxy that embeds tool definitions and returns only the top-k semantically relevant tools per query, reducing context usage and routing calls to upstream MCP servers.2MIT
code-me-brandofficial
AlicenseAqualityBmaintenanceInjects the Code-Me brand identity, tone, and visual guidelines into LLMs with zero latency using built-in context files.4MIT- AlicenseAqualityCmaintenanceGemini-powered MCP server for automated code review, analysis, and documentation.1346MIT
- AlicenseAqualityCmaintenanceRead-only MySQL MCP server that lets AI agents list tables, describe schemas, and run SELECT/SHOW/EXPLAIN queries with a row cap, bound to a single database for safety.3MIT
- AlicenseAqualityAmaintenanceGraph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.616MIT
- AlicenseAqualityCmaintenanceProvides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.6Apache 2.0
- AlicenseAqualityAmaintenanceText-to-speech MCP server that enables AI assistants to read text aloud on the user's computer using Windows SAPI, with no API key or cloud service required.11MIT
- FlicenseAqualityBmaintenanceSelf-hosted hybrid code search MCP server with text, symbol, and semantic search layers. Runs locally, no third-party MCP servers, LSP, or SaaS.8
- FlicenseAqualityDmaintenanceConverts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.524
- AlicenseAqualityDmaintenanceMCP server for copying and pasting code between files with security controls and validation.5MIT
- AlicenseAqualityDmaintenanceProvides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.261BSD 2-Clause "Simplified"
- AlicenseAqualityAmaintenanceSSH automation MCP server that enables Claude and ChatGPT to execute commands, manage files, install packages, and control services on remote servers over SSH — supporting password, key, and agent authentication.331,2674MIT
- FlicenseAqualityDmaintenanceEnables 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.64