MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11851 |
MCP server for Helm package manager
|
C 62 6⁄6 | ||||||||
| 11852 |
Mifactory
Claim
Extract clean text and metadata from any URL to simplify web data collection. T…
|
C 62 5⁄5 | ||||||||
| 11853 |
Provides real-time access to Paris public transport data (métro, RER, bus, tram…
|
C 62 5⁄5 | ||||||||
| 11854 |
|
C 62 6⁄6 | ||||||||
| 11855 |
A Retrieval Augmented Generation system that enables AI assistants to perform s…
|
C 62 5⁄5 | ||||||||
| 11856 |
Enables storing and retrieving information using vector embeddings with semanti…
|
C 62 5⁄5 | ||||||||
| 11857 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 11858 |
A server implementation that enables interaction with Figma API through Model C…
|
C 62 5⁄5 | ||||||||
| 11859 |
Provide a scaffold for building MCP servers with integrated schema validation a…
|
C 62 5⁄4 | ||||||||
| 11860 |
A Model Context Protocol server that enables AI models to perform real-time int…
|
C 62 5⁄5 | ||||||||
| 11861 |
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
|
C 62 5⁄5 | ||||||||
| 11862 |
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
|
C 62 5⁄5 | ||||||||
| 11863 |
Provides multilingual greetings in English, Korean, and Japanese, and generates…
|
C 62 5⁄5 | ||||||||
| 11864 |
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
|
C 62 5⁄5 | ||||||||
| 11865 |
Enables parallel tagging and classification of CSV data using multiple LLM prov…
|
C 62 5⁄5 | ||||||||
| 11866 |
PostCrawl MCP Server
Claim
A Cloudflare Workers-based server that provides AI assistants with access to se…
|
C 62 6⁄6 | ||||||||
| 11867 |
Enables AI assistants to manage Featureflow feature flags, including creating a…
|
C 62 6⁄6 | ||||||||
| 11868 |
SAP MCP Server
Claim
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
|
C 62 5⁄5 | ||||||||
| 11869 |
Enables multiple Claude Code instances to collaborate in real-time through chan…
|
C 62 5⁄5 | ||||||||
| 11870 |
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
|
C 62 5⁄5 | ||||||||
| 11871 |
Rini MCP Server
Claim
A collection of custom MCP servers providing various AI-powered capabilities in…
|
C 62 5⁄4 | ||||||||
| 11872 |
Provides access to Homello platform product documentation and configuration met…
|
C 62 5⁄5 | ||||||||
| 11873 |
xinkuang-china-stock-mcp
Claim
Access real-time and historical market data for China A-shares and Hong Kong st…
|
C 62 6⁄6 | ||||||||
| 11874 |
MCP server for any Microsoft Exchange / OWA deployment. Gives LLM agents access…
|
C 62 5⁄4 | ||||||||
| 11875 |
Manage Tally.so forms through AI conversation. Create, update, and organize for…
|
C 62 6⁄6 | ||||||||
| 11876 |
Provides financial data from Financial Modeling Prep for AI-assisted investment…
|
C 62 5⁄5 | ||||||||
| 11877 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 11878 |
A server that connects Claude AI to Twilio through the Model Context Protocol, …
|
C 62 5⁄5 | ||||||||
| 11879 |
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
|
C 62 5⁄5 | ||||||||
| 11880 |
Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log …
|
C 62 5⁄4 | ||||||||
| 11881 |
pyATS_MCP
Claim
Cisco pyATS server enabling structured, model-driven interaction with network d…
|
C 62 5⁄4 | ||||||||
| 11882 |
Permissionless wallet infrastructure for AI agents. 29 tools for wallet creatio…
|
C 62 6⁄4 | ||||||||
| 11883 |
A Model Context Protocol server for coordinating multiple parallel agents worki…
|
C 62 5⁄4 | ||||||||
| 11884 |
A headless browser MCP server that allows AI agents to fetch web content and pe…
|
C 62 6⁄4 | ||||||||
| 11885 |
A MCP server for the Frankfurter API for currency exchange rates.
|
C 62 6⁄6 | ||||||||
| 11886 |
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
|
C 62 5⁄5 | ||||||||
| 11887 |
An MCP server that enables single-cell RNA sequencing analysis through natural …
|
C 62 5⁄5 | ||||||||
| 11888 |
An MCP server for providing semantically related Ethereum Improvement Proposals…
|
C 62 5⁄4 | ||||||||
| 11889 |
Calculator MCP Server
Claim
Provides basic arithmetic operations and advanced mathematical functions throug…
|
C 62 5⁄5 | ||||||||
| 11890 |
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
|
C 62 5⁄5 | ||||||||
| 11891 |
Cryptographic identity, delegation, governance, and commerce for AI agents. 61 …
|
C 62 6⁄6 | ||||||||
| 11892 |
Enables AI assistants to query and manage QuickBooks Online data through natura…
|
C 62 6⁄6 | ||||||||
| 11893 |
Enables semantic search and conversational querying across a personal research …
|
C 62 5⁄5 | ||||||||
| 11894 |
vibase
Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
|
C 62 5⁄5 | ||||||||
| 11895 |
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
|
C 62 5⁄5 | ||||||||
| 11896 |
Telegram MCP Server
Claim
Enables searching and filtering Telegram group messages with advanced options f…
|
C 62 5⁄5 | ||||||||
| 11897 |
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
|
C 62 5⁄5 | ||||||||
| 11898 |
Enables interaction with Arduino development through arduino-cli, allowing sket…
|
C 62 5⁄4 | ||||||||
| 11899 |
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
|
C 62 5⁄4 | ||||||||
| 11900 |
Enables dynamic tool discovery and loading for Claude using BM25, regex, and se…
|
C 62 6⁄6 | ||||||||