MCP servers for reducing hallucinations while coding

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MCP servers for reducing hallucinations while coding

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Why this server?
Explicitly designed to connect AI coding assistants to external codebases and provide accurate, up-to-date snippets specifically to reduce mistakes and hallucinations.
Kodit
helixml
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security
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license
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quality
A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.
Last updated -
108
Apache 2.0
Why this server?
Focuses on preventing hallucinations by grounding AI agents in reality, performing fact-checks against official documentation, and reviewing project files.
Chlorpromazine MCP Server
82deutschmark
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security
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license
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quality
Helps ground AI agents in reality by fact-checking responses against official documentation and reading project files to prevent hallucinations during coding sessions.
Last updated -
MIT License
Why this server?
Addresses the root cause of many coding hallucinations by fetching up-to-date, version-specific documentation and code examples directly from library sources, avoiding reliance on outdated training data.
Context7 MCP
upstash
A
security
A
license
A
quality
A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
Last updated -
2
141,790
36,750
MIT License
Why this server?
Specialized server providing real-time, accurate configuration information for NixOS, explicitly preventing AI assistants from hallucinating about NixOS resources.
mcp-nixos
utensils
A
security
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license
A
quality
MCP-NixOS is a Model Context Protocol server that provides real-time, accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations, preventing AI assistants from hallucinating about NixOS resources and enabling them to deliver factual system configuration guidance.
Last updated -
18
311
MIT License
Why this server?
Ensures AI coding assistants deliver accurate, current information by providing real-time access to library documentation and code examples, counteracting reliance on outdated internal knowledge.
ContextEngine MCP Server
livelifelively
A
security
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license
A
quality
Provides real-time access to up-to-date library documentation and code examples for any programming library. Helps AI coding assistants deliver accurate, current information instead of relying on outdated training data.
Last updated -
2
11
MIT License
Why this server?
Uses symbolic operations enabled by language servers to enhance the AI's logical understanding of code, which improves code quality and reduces factual errors.
Serena
oraios
A
security
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license
A
quality
A fully featured coding agent that uses symbolic operations (enabled by language servers) and works well even in large code bases. Essentially a free to use alternative to Cursor and Windsurf Agents, Cline, Roo Code and others.
Last updated -
25
15,547
MIT License
Why this server?
Helps LLMs understand and navigate complex codebases by providing continuous repository mapping, ensuring the AI has correct architectural context for suggestions.
RepoMap
pdavis68
A
security
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license
A
quality
A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating
Last updated -
2
45
Apache 2.0
Why this server?
Reduces cognitive overhead and hallucinations by providing a consolidated view of relevant project files and metadata, ensuring the LLM operates with maximum context efficiency.
Jinni: Bring Your Project Into Context
smat-dev
A
security
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license
A
quality
Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wi
Last updated -
2
272
Apache 2.0
Why this server?
Improves code accuracy by enabling semantic search, allowing AI agents to find specific functions, classes, and code chunks based on meaning rather than relying on guesswork.
Smart Code Search MCP Server
stevenjjobson
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security
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license
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quality
Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.
Last updated -
MIT License
Why this server?
Gives AI assistants instant access to precise code intelligence via Language Server Protocol features like definition lookup and diagnostics, enhancing accuracy and reducing token waste.
Token Saver MCP
jerry426
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security
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license
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quality
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.
Last updated -
35
MIT License