MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48051 |
Component Library MCP
Claim
An MCP server that scans React and Vue projects, extracts component metadata (p…
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| 48052 |
mcp-github
Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
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| 48053 |
LegalContext
Claim
Enables secure access to legal documents from Clio via Claude Desktop, with loc…
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| 48054 |
npm-mcp
Claim
Enables AI assistants to manage Nginx Proxy Manager instances through natural l…
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| 48055 |
MCP Server Template
Claim
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
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| 48056 |
Provides strategic dialogue management and emotional de-escalation for customer…
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| 48057 |
AltSportsData MCP Server
Claim
MCP-compatible server that gives AI agents access to alternative sports data ac…
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| 48058 |
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
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| 48059 |
brahe-mcp
Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
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| 48060 |
connpass-user-mcp-server
Claim
Enables querying Connpass user profiles, group memberships, and event participa…
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| 48061 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 48062 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 48063 |
Value Investing Agent
Claim
An AI-powered MCP server for value investors. Analyze stocks using principles f…
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| 48064 |
mcp-gera-nexus
Claim
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
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| 48065 |
tonmcp
Claim
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| 48066 |
Airesearch
Claim
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| 48067 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
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| 48068 |
Steep
Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
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| 48069 |
A collection of MCP servers providing medical calculation tools (eGFR, pregnanc…
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| 48070 |
A Model Context Protocol server that provides tools for interacting with Yahoo …
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| 48071 |
Smithery Scaffold
Claim
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
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| 48072 |
trust-gate
Claim
Merchant trust verification for agentic commerce. Verify any merchant before au…
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| 48073 |
pexels-mcp-server
Claim
A Model Context Protocol server that provides access to the Pexels API for sear…
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| 48074 |
docs-mcp
Claim
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| 48075 |
pdfsearch-mcp
Claim
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
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| 48076 |
pje-mcp-server
Claim
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
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| 48077 |
Salesforce MCP Server
Claim
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
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| 48078 |
Supabase MCP
Claim
MCP server for Supabase, enabling database CRUD, storage management, auth admin…
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| 48079 |
agent-nero
Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
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| 48080 |
Inksnow MCP Proxy
Claim
Proxies MCP requests from Cursor IDE to a custom HTTP server, enabling custom t…
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| 48081 |
Pic Gen
Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
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| 48082 |
HumanBrowser
Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
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| 48083 |
ScrapeGraphAI
Claim
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| 48084 |
Claude Persistent Memory
Claim
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
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| 48085 |
mcp-dreamlaunchers-in
Claim
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
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| 48086 |
TON Data MCP Server
Claim
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
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| 48087 |
Enables AI assistants to search and explore Databricks AWS documentation throug…
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| 48088 |
cli-orchestrator-mcp
Claim
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
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| 48089 |
A Model Context Protocol (MCP) Server that allows AI models to securely interac…
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| 48090 |
Local document intelligence for AI agents — extract text, detect tables, read m…
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| 48091 |
Enables users to connect bank accounts within a chat session using Sophtron's U…
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| 48092 |
mcp-refactor-typescript
Claim
A TypeScript/JavaScript refactoring MCP server that uses the TypeScript compile…
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| 48093 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 48094 |
tavily-pool-mcp
Claim
A local MCP server that exposes Tavily search as a tool and rotates across mult…
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| 48095 |
cq_mini
Claim
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| 48096 |
WAHA WhatsApp MCP Server
Claim
Enables Claude to interact with WhatsApp through a unified backend API, providi…
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| 48097 |
big-potential-330016
Claim
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| 48098 |
MusicMCP.AI MCP Server
Claim
Enables AI-powered music generation through natural language commands, supporti…
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| 48099 |
phpipam-mcp-server
Claim
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
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| 48100 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
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