"A tool for analyzing a code base to locate functions or variables" matching MCP servers:

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• A Share MCP

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

  D

  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  2

• code-to-tree

  micl2e2

  -

  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT
• 

  Base MCP Serverofficial

  base

  -

  security

  A

  license

  -

  quality

  Provides onchain tools for Claude AI to interact with the Base blockchain and Coinbase API, enabling wallet management, fund transfers, and smart contract deployment.

  Last updated 2025-06-17

  61

  345

  MIT

• Scan-Code-Tool

  xiaobenyang-com

  -

  security

  A

  license

  -

  quality

  CodeGuard MCP is a real-time AI code security scanning tool used to detect vulnerabilities, keys, and compliance issues in AI-generated code, and is suitable for code security reviews in development environments

  Last updated 2026-01-09

  2

  Apache 2.0

• MCP-summarization-functions

  Braffolk

  -

  security

  A

  license

  -

  quality

  Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.

  Last updated 2025-06-15

  4

  37

  MIT

• Enterprise Rent-A-Car MCP

  markswendsen-code

  A

  security

  F

  license

  A

  quality

  Enables AI assistants to search for vehicles, manage reservations, and access Enterprise Plus loyalty account information through headless browser automation on enterprise.com. It supports the complete car rental workflow including vehicle searching, booking, modifications, and points balance checks.

  Last updated 2026-03-13

  7

  5

• Perplexity Tool for Claude

  letsbuildagent

  A

  security

  A

  license

  C

  quality

  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  5

  MIT

• Langflow Document Q&A Server

  GongRzhe

  A

  security

  A

  license

  C

  quality

  Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

  Last updated 2025-04-16

  1

  15

  MIT

• MCP Base Server

  yone-k

  A

  security

  A

  license

  -

  quality

  A TypeScript-based template for rapidly developing MCP servers with modular tool architecture, built-in validation using Zod schemas, and comprehensive error handling.

  Last updated 2025-06-22

  3

  MIT

• Document Q&A MCP Server

  SY-MR-CODER

  -

  security

  A

  license

  -

  quality

  A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

  Last updated 2026-01-17

  MIT

• Document Q&A MCP Server

  sprchr

  -

  security

  A

  license

  -

  quality

  Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

  Last updated 2026-01-05

  MIT
• 

  Lark Base MCP Serverofficial

  Lark-Base-Team

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.

  Last updated 2025-05-26

  26

  10

• Vercel Functions MCP Server

  mind-protocol

  -

  security

  A

  license

  -

  quality

  A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

  Last updated 2025-11-01

  MIT

• A-SOC Trust MCP Server

  agntor

  -

  security

  A

  license

  -

  quality

  Provides agent certification and trust verification tools for AI agents, enabling certification checks, trust score calculations, audit ticket issuance, and emergency kill switch activation through the A-SOC trust network.

  Last updated 2026-02-16

  1

  MIT

• Share A Bot MCP A2A

  codeislaw101

  A

  security

  A

  license

  A

  quality

  Discover and connect your agents with other agents via A2A protocol. Share resources for free or fee.

  Last updated 2026-04-15

  6

  MIT

• Gemini MCP Server for Claude

  raydollete

  A

  security

  A

  license

  A

  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-04-14

  3

  Apache 2.0

• graph-tool-call

  SonAIengine

  A

  security

  A

  license

  A

  quality

  Graph-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.

  Last updated 2026-04-09

  6

  6

  MIT

• base-security-scanner-mcp

  lordbasilaiassistant-sudo

  A

  security

  F

  license

  A

  quality

  Smart contract security scanner for Base. Detect honeypots, rug pulls, hidden mints, proxy dangers, and generate audit reports.

  Last updated 2026-03-07

  8

  11

  1

• QR Code Generator MCP

  Kalypsokichu-code

  A

  security

  A

  license

  A

  quality

  Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

  Last updated 2025-12-06

  4

  4

  MIT

• base-gasless-deploy-mcp

  lordbasilaiassistant-sudo

  A

  security

  F

  license

  A

  quality

  Gasless ERC-20 token deployment on Base using CDP Paymaster. Deploy tokens, verify contracts, check status.

  Last updated 2026-03-07

  5

  8

  1

• base-multi-wallet-mcp

  lordbasilaiassistant-sudo

  A

  security

  F

  license

  A

  quality

  Coordinated multi-wallet trading on Base. Create wallets, distribute funds, execute synchronized buys/sells, rebalance portfolios.

  Last updated 2026-03-07

  8

  22

• You Need A Budget (YNAB) MCP

  Jtewen

  A

  security

  A

  license

  A

  quality

  An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.

  Last updated 2025-06-19

  14

  9

  MIT

• MCP Think Tool

  piotrpalek

  A

  security

  F

  license

  A

  quality

  An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.

  Last updated 2025-03-25

  1

  1

• agent-tool

  knewstimek

  A

  security

  A

  license

  A

  quality

  Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.

  Last updated 2026-04-17

  2

  51

  16

  MIT

• base-price-oracle-mcp

  lordbasilaiassistant-sudo

  A

  security

  F

  license

  A

  quality

  On-chain price feeds from Base DEX pools. Get spot prices, TWAP, liquidity depth, price impact, and historical OHLCV.

  Last updated 2026-03-07

  7

  9

  1

• base-flash-arb-mcp

  lordbasilaiassistant-sudo

  A

  security

  F

  license

  A

  quality

  Arbitrage detection across DEXes on Base. Scan pairs, detect price gaps, estimate profit, simulate flash loan routes.

  Last updated 2026-03-07

  7

  7

  1

• Qwen MCP Tool

  Jaggerxtrm

  A

  security

  F

  license

  B

  quality

  Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.

  Last updated 2025-10-29

  3

  15

  3

• MCP Knowledge Base Server

  dannwaneri

  A

  security

  F

  license

  B

  quality

  Provides semantic search and data retrieval capabilities over a knowledge base with multiple tools including keyword search, category filtering, and ID-based lookup with in-memory caching.

  Last updated 2025-12-03

  5

• markdown-to-html

  fashionzzZ

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT

• Review-Code

  xiaobenyang-com

  A

  security

  A

  license

  B

  quality

  A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.

  Last updated 2026-01-09

  4

  2

  Apache 2.0

• Base Network MCP Server

  fakepixels

  A

  security

  A

  license

  B

  quality

  An MCP server that enables LLMs to perform blockchain operations on the Base network through natural language commands, including wallet management, balance checking, and transaction execution.

  Last updated 2025-03-04

  4

  39

  3

  MIT

• MCP Knowledge Base Server

  ikungsjl

  A

  security

  F

  license

  B

  quality

  A local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.

  Last updated 2025-06-25

  8

• Code Buddy

  Abhi-vish

  A

  security

  A

  license

  C

  quality

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  6

  MIT

• Gemini MCP Tool

  jamubc

  A

  security

  F

  license

  C

  quality

  A Model Context Protocol server that enables AI assistants to interact with Google Gemini CLI, allowing them to leverage Gemini's large token window for analyzing files and codebases using natural language commands.

  Last updated 2025-11-25

  6

  1,982

  2,173

• OpenAPI to MCP Server

  TykTechnologies

  A

  security

  A

  license

  D

  quality

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  58

  41

  MIT

• MCP Tool

  PiuQiuPiaQia

  A

  security

  F

  license

  D

  quality

  A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.

  Last updated 2025-10-15

  1

  1

• db-mcp-tool

  wirdes

  A

  security

  A

  license

  D

  quality

  A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.

  Last updated 2025-03-07

  9

  5

  MIT

• Base MCP Server

  bioanywhere

  -

  security

  A

  license

  -

  quality

  Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.

  Last updated 2025-12-10

  61

  MIT

• A VMware ESXi/vCenter

  bright8192

  -

  security

  A

  license

  -

  quality

  A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.

  Last updated 2025-07-01

  57

  MIT

• Base MCP Server

  bioanywhere

  -

  security

  A

  license

  -

  quality

  Enables AI applications to interact with the Base Network blockchain and Coinbase API for onchain operations including wallet management, fund transfers, smart contract deployment, NFT handling, DeFi lending through Morpho vaults, and crypto onramping.

  Last updated 2025-12-10

  61

  MIT

• Base MCP Server

  bioanywhere

  -

  security

  A

  license

  -

  quality

  Enables AI applications to interact with the Base Network and Coinbase API for onchain operations including wallet management, token transfers, smart contract deployment, NFT operations, DeFi lending through Morpho vaults, and onramping funds.

  Last updated 2025-12-11

  61

  MIT

• Base MCP Server

  bioanywhere

  -

  security

  A

  license

  -

  quality

  Enables AI applications to interact with the Base Network and Coinbase API for blockchain operations including wallet management, token transfers, smart contract deployment, NFT operations, and onchain lending through Morpho vaults.

  Last updated 2025-12-11

  61

  MIT

• MCP Think Tool

  DannyMac180

  -

  security

  A

  license

  -

  quality

  An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.

  Last updated 2025-04-01

  131

  MIT