MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63101 |
mcp-bundesbank-de
Claim
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
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| 63102 |
Middleman
Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
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| 63103 |
DataDallas MCP
Claim
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
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| 63104 |
email-notify
Claim
A lightweight Docker-based email sending microservice that provides both REST A…
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| 63105 |
Fuzzy-Semantic-Audit-MCP
Claim
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
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| 63106 |
mcp-system-summary
Claim
Provides structured instructions to Cursor for generating comprehensive system …
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| 63107 |
rnv-mcp-identity
Claim
A deterministic identity and authorization layer for MCP servers that verifies …
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| 63108 |
SEO Content Analysis MCP
Claim
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
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| 63109 |
deep-search-mcp
Claim
Performs comprehensive web searches by combining Google search with advanced co…
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| 63110 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 63111 |
Nim Language Server
Claim
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
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| 63112 |
warp-drive-mcp
Claim
MCP server that exposes WarpDrive and EmberData docs as tools, enabling assista…
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| 63113 |
Odoo 18 MCP Server
Claim
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
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| 63114 |
bitflyer-mcp
Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
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| 63115 |
World Monitor
Claim
Live global intelligence: real-time markets, conflicts, country risk, chokepoin…
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| 63116 |
MCP server for programmatically creating and editing Aseprite sprites, enabling…
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| 63117 |
homeradar-mcp
Claim
homeradar-mcp
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| 63118 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 63119 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 63120 |
Finance MCP Server
Claim
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
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| 63121 |
Slack Gemini MCP Server
Claim
Enables querying Slack channels and messages, then using Google Gemini to answe…
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| 63122 |
KOI-MCP Integration
Claim
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
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| 63123 |
mcp_project
Claim
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| 63124 |
MCP Server Builder
Claim
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
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| 63125 |
Spec Forge MCP
Claim
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
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| 63126 |
6amdev-server-mcp
Claim
MCP server for managing Ubuntu servers with AI integration, enabling system mon…
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| 63127 |
mlops-mcp-server
Claim
Enables AI assistants to perform MLOps workflows such as experiment tracking, m…
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| 63128 |
aethereum
Claim
Keep your AI coding agents in sync: shared contracts, intent, and breaking-chan…
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| 63129 |
Deep Validator
Claim
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
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| 63130 |
Google Local
Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
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| 63131 |
Enables querying DeepVLab account statistics and model usage analytics, includi…
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| 63132 |
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| 63133 |
## Kochava for Advertisers - Official MCP Server
A comprehensive connector for…
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| 63134 |
Agent Arena MCP Server
Claim
Enables external agents to vet trades via a signed safety firewall, retrieve li…
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| 63135 |
neurolisp
Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
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| 63136 |
ramzinex-mcp
Claim
Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…
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| 63137 |
mcp-unifi
Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
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| 63138 |
A Test MCP server that provides tools, promts and resources
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| 63139 |
InSite
Claim
A comprehensive browser automation MCP server using Playwright, offering 50+ to…
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| 63140 |
PyPSA MCP
Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
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| 63141 |
skope
Claim
A personal news lens MCP server that uses Claude's web search to find articles …
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| 63142 |
Enables AI agents to search for German property listings (rent/buy) on immowelt…
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| 63143 |
mcp-video
Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
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| 63144 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
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| 63145 |
mcp-pii-guard-au
Claim
Australian and New Zealand PII detection and sanitisation for AI agents, using …
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| 63146 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 63147 |
Codex Gemini Web Bridge
Claim
Enables Codex to interact with Gemini Web through browser automation, allowing …
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| 63148 |
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| 63149 |
mcp-tasks-server
Claim
A small Model Context Protocol server that exposes a personal task tracker to a…
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| 63150 |
AutoVault
Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
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