"C# Programming Language Resources" matching MCP servers:

• 

  Fuel Network & Sway Languageofficial

  FuelLabs

  F

  license

  -

  quality

  C

  maintenance

  Enables semantic search and interaction with Fuel Network documentation and Sway Language resources within AI-powered development environments. It provides high-quality technical context using a local vector database to assist with smart contract development and FuelVM queries.

  Last updated 2026-05-27

  7

• kb-mcp-server

  code-runner-xx

  A

  license

  A

  quality

  B

  maintenance

  将 pgvector 知识库检索能力封装为标准 MCP 服务器，支持 Tools、Resources 和 Prompts，使 Claude Desktop 等客户端可通过自然语言查询知识库。

  Last updated 2026-06-12

  3

  MIT

• Vectorize MCP Server

  dannwaneri

  A

  license

  A

  quality

  D

  maintenance

  Provides semantic search capabilities by connecting Claude Desktop to a Cloudflare Workers backend powered by Vectorize. It enables natural language querying of knowledge bases using vector similarity and edge-based embedding generation.

  Last updated 2026-04-26

  2

  MIT
• 

  Astra DB MCP Serverofficial

  datastax

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands.

  Last updated 2026-07-20

  16

  45

  39

  Apache 2.0

• Redis MCP Server

  Yuchenhui

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to manage and search data in Redis using natural language. Supports hashes, lists, sets, sorted sets, streams, JSON, and vector search.

  Last updated 2025-10-20

  44

  MIT
• 

  Redis MCP Serverofficial

  redis

  A

  license

  B

  quality

  B

  maintenance

  The official Redis MCP Server is a natural language interface designed for agentic applications to efficiently manage and search data in Redis.

  Last updated 2026-08-03

  51

  558

  MIT
• 

  Baidu Vector Database MCPofficial

  baidu

  A

  license

  B

  quality

  D

  maintenance

  A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.

  Last updated 2026-06-08

  14

  3

  Apache 2.0

• My Finance MCP Server

  xinrong-meng

  A

  license

  B

  quality

  D

  maintenance

  Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.

  Last updated 2025-11-16

  4

  MIT

• MCPg - Production-grade

  devopam

  A

  license

  B

  quality

  B

  maintenance

  A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents safely inspect, query, operate, and tune a Postgres database — over 100 tools spanning catalog introspection, query intelligence, natural-language SQL, structural diffs, hybrid search, graph queries, data movement, live ops, and more.

  Last updated 2026-08-04

  100

  8

  MIT

• MCP Power - Knowledge Search

  wspotter

  A

  license

  B

  quality

  -

  maintenance

  Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

  Last updated 2025-11-30

  2

  1

• MCP OI-Wiki

  ShwStone

  F

  license

  B

  quality

  D

  maintenance

  Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.

  Last updated 2025-05-14

  1

  25
• 

  ChainFETCH MCP Serverofficial

  chainfetch

  A

  license

  C

  quality

  D

  maintenance

  Enables AI-powered analysis of Ethereum blockchain data through semantic search, natural language queries, and structured filtering. Provides comprehensive access to addresses, transactions, blocks, tokens, and smart contracts with real-time blockchain intelligence.

  Last updated 2025-08-23

  26

  31

  1

  MIT
• 

  Memgraph MCP Serverofficial

  memgraph

  -

  license

  C

  quality

  -

  maintenance

  A lightweight server implementation of the Model Context Protocol that connects Memgraph database with LLMs, allowing users to interact with graph databases through natural language.

  Last updated 2025-05-16

  1

  25
• 

  KDB.AI MCP Serverofficial

  KxSystems

  A

  license

  -

  quality

  C

  maintenance

  Enables interaction with KDB.AI through natural language for vector database operations, similarity searches, hybrid search, and advanced data analysis.

  Last updated 2025-10-15

  1

  Apache 2.0

• MCP Memory Service

  alphaplapplap

  A

  license

  -

  quality

  D

  maintenance

  Provides intelligent, persistent memory for AI assistants with semantic search, natural language queries, and OAuth-based team collaboration, enabling context-aware conversations across multiple clients.

  Last updated 2025-10-01

  7

  Apache 2.0

• Plesk Extensions Guide MCP

  barateza

  A

  license

  -

  quality

  -

  maintenance

  Provides semantic search capabilities over the Plesk Extensions Guide documentation using Retrieval-Augmented Generation (RAG) and vector embeddings. It enables AI assistants to retrieve relevant technical information and answer natural language queries regarding Plesk extension development.

  Last updated 2026-02-11

• Vec Memory MCP Server

  dlasky

  A

  license

  -

  quality

  -

  maintenance

  Provides graph-based semantic memory storage and retrieval using vector embeddings and SQLite, enabling relationship creation between memories and similarity-based search through natural language.

  Last updated 2025-11-03

  27

• MyAIServ MCP Server

  eagurin

  A

  license

  -

  quality

  D

  maintenance

  A high-performance FastAPI server supporting Model Context Protocol (MCP) for seamless integration with Large Language Models, featuring REST, GraphQL, and WebSocket APIs, along with real-time monitoring and vector search capabilities.

  Last updated 2025-03-14

  8

  MIT

• mcp-server-qdrant

  vaporif

  A

  license

  -

  quality

  C

  maintenance

  MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.

  Last updated 2026-06-04

  MIT

• MCP VectorStore Server

  BierschneiderEmanuel

  A

  license

  -

  quality

  D

  maintenance

  Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant information using natural language queries.

  Last updated 2025-08-16

  MIT