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"A tool for retrieving code examples from GitLab using semantic search" matching MCP servers:
- AlicenseNot gradedqualityBmaintenanceCopy-paste MCP configs for Palim hosted cross-tool memory (Claude, Cursor, ChatGPT).MIT
- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.231MIT
- AlicenseAqualityAmaintenanceProvides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.1414MIT
- AlicenseAqualityAmaintenanceA read-only PostgreSQL MCP server for AI coding agents that exposes database schema and sample data as tools, with LLM-powered semantic search enriched by a user-authored semantic layer.4MIT
- -licenseNot gradedqualityNot gradedmaintenanceA Model Context Protocol server that enables AI assistants to interact with GitLab repositories, allowing tasks like managing merge requests, searching projects, and creating comments through RESTful API integration.242
- AlicenseAqualityBmaintenanceAudits MCP tool descriptions for quality and reliability, scoring them 0-100, detecting smells, and providing rewritten versions for better agent accuracy.4MIT
- 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
- AlicenseNot gradedqualityCmaintenanceProtects AI agents from bad tool outputs, schema mismatches, and tool poisoning by validating, sanitizing, and scoring reliability of tool responses.MIT
- AlicenseNot gradedqualityBmaintenanceMCP server that detects and guards against tool poisoning and prompt injection attacks in tool descriptions and schemas. It provides risk scoring, pattern detection, safe rewriting, and audit reports with zero external API cost.MIT
- AlicenseNot gradedqualityCmaintenanceCross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.10MIT
- AlicenseNot gradedqualityDmaintenanceA server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.11MIT
- AlicenseAqualityAmaintenanceValidates AI-generated Python: syntax, lint, security scan and deterministic repair.83MIT
- AlicenseAqualityAmaintenanceFree multi-source search for AI agents with multi-source verification, token savings, and MCP native support.7227107Apache 2.0
- AlicenseAqualityDmaintenanceAn enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.168257MIT
- AlicenseAqualityAmaintenanceSearch 200M+ patents and scientific literature in natural language using PatSnap's global R&D intelligence database.2186Apache 2.0
- AlicenseAqualityFmaintenanceAn MCP server for integrating with the Brave Search API, and it supports HTTP proxying.2123JavaScriptMIT
- AlicenseAqualityFmaintenanceFree multi-source web search server for AI agents, with confidence scoring and token optimization.3227Apache 2.0
- AlicenseAqualityCmaintenanceProvides a pay-per-query web search tool for AI agents via Lightning Network sats, enabling no-KYC, account-free searches through the MCP protocol.247MIT
- AlicenseAqualityBmaintenanceMCP server for GitHub code retrieval and reuse, using SQLite+FTS5 indexing and search history to enable search-first, requirements-refined code search from GitHub repositories.92MIT