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"MCP servers for reducing hallucinations while coding" matching MCP servers:

  • overseer-nvim-mcp

    impossiblecode
    A
    license
    A
    quality
    A
    maintenance
    MCP server for overseer.nvim — gives any MCP-capable coding agent running inside Neovim (Claude Code, Codex, Gemini CLI, opencode) the same visibility and control over tasks the user has: list, run, tail, restart, stop. Agent-started dev servers land in the user's own task list instead of becoming invisible orphaned processes.
    8
    7
    602
    MIT

  • MCP Error Relay

    purelledhand
    A
    license
    A
    quality
    C
    maintenance
    Relays error logs from other MCP servers when an LLM call fails and the returned error message is unclear, helping the model handle errors more intelligently.
    3
    7
    MIT

  • Hello MCP Server

    mfang0126
    A
    license
    A
    quality
    D
    maintenance
    A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.
    1
    18
    MIT

  • MCP Server Boilerplate

    SekiroKenjii
    A
    license
    A
    quality
    C
    maintenance
    A production-grade TypeScript starter for building Model Context Protocol servers, supporting stdio and Streamable HTTP transports with modular tools, resources, and prompts.
    1
    11
    MIT

  • ast-outline-mcp

    Xayan
    A
    license
    A
    quality
    A
    maintenance
    Enables AI coding agents to efficiently explore codebases by providing structural outlines, module digests, symbol bodies, and AST-aware grep via MCP.
    4
    33
    MIT

  • AsyncAPI-MCP

    Souvikns
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that gives AI assistants access to the AsyncAPI specification - search, explore and retrieve any version of the spec directly from your coding tool.
    5
    Apache 2.0

  • KanseiLink MCP Server

    kansei-link
    A
    license
    A
    quality
    B
    maintenance
    An intelligence layer for discovering and orchestrating Japanese SaaS MCP tools through intent-based search and workflow recipes. It enables AI agents to evaluate service quality using community-driven insights while ensuring privacy through automated PII masking.
    5
    334
    1
    MIT

  • dokploy-mcp-server

    sapientsai
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.
    22
    559
    2
    MIT

  • Production MCP Template

    RichFerry
    A
    license
    A
    quality
    D
    maintenance
    A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.
    11
    MIT

  • The Web MCP

    bright-cn
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.
    4
    5,941
    6
    MIT

  • Sage MCP

    sagemcp
    A
    license
    B
    quality
    F
    maintenance
    A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/API key authentication for 23+ services, enabling integration with Claude Desktop and other clients via a web interface and CLI.
    13
    44
    MIT

  • RTaskmaster MCP

    RagnarPitla
    A
    license
    B
    quality
    D
    maintenance
    A task management MCP server for AI-driven development, enabling creation, tracking, and organization of tasks with subtasks, priorities, and dependencies via natural language commands.
    13
    3
    MIT

  • VOCALOID MCP

    N0zoM1z0
    A
    license
    B
    quality
    B
    maintenance
    Enables coding agents to compose, tune, render, mix, and audit native VOCALOID3/4 projects from scratch, acting as a production bridge between intent and finished song.
    22
    1
    MIT

  • MCP Server Starter

    LassiterJ
    F
    license
    B
    quality
    D
    maintenance
    A minimal TypeScript starter template for building Model Context Protocol (MCP) servers with auto-loading architecture for tools, resources, and prompts. Includes code generators, dual transport support (stdio/HTTP), and production-ready structure.
    3

  • Multi MCP

    itstanner5216
    A
    license
    B
    quality
    D
    maintenance
    A flexible proxy server that aggregates multiple backend MCP servers into a single interface using STDIO or SSE transports. It supports dynamic server management via an HTTP API and utilizes namespacing to prevent tool conflicts across connected services.
    3
    1
    MIT

  • omv-mcp

    vnaveenb
    A
    license
    B
    quality
    C
    maintenance
    Exposes tools to manage and inspect an OpenMediaVault NAS, running on the NAS and communicating over SSH with any MCP-capable coding harness.
    48
    MIT

  • MCP Action Firewall

    starskrime
    A
    license
    C
    quality
    C
    maintenance
    A transparent proxy that intercepts high-risk tool calls and requires OTP-based human approval before they can be executed. It acts as a configurable circuit breaker between AI agents and target MCP servers to prevent unauthorized or dangerous actions.
    14
    MIT

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    37
    8
    MIT