MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1851 |
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
|
B 79 5⁄5 | ||||||||
| 1852 |
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
B 79 5⁄4 | ||||||||
| 1853 |
Baidu Map MCP Server
|
B 79 6⁄6 | ||||||||
| 1854 |
Provides tools to search and retrieve Google Gemini API documentation.
|
B 79 5⁄5 | ||||||||
| 1855 |
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…
|
B 79 5⁄5 | ||||||||
| 1856 |
This MCP server allows Cursor AI users to search and retrieve SAP Notes and Kno…
|
B 79 5⁄5 | ||||||||
| 1857 |
A Model Context Protocol server that extracts embedded data (such as i18n trans…
|
B 79 5⁄5 | ||||||||
| 1858 |
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
|
B 79 6⁄6 | ||||||||
| 1859 |
Enables natural language access to blockchain data and insights through the Sei…
|
B 79 5⁄5 | ||||||||
| 1860 |
ai-ops
Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
|
B 79 5⁄4 | ||||||||
| 1861 |
Provides AI agents with access to real-time cryptocurrency data from Coinbase's…
|
B 79 5⁄5 | ||||||||
| 1862 |
Enables AI coding assistants to control a persistent Chrome browser through Dev…
|
B 79 5⁄5 | ||||||||
| 1863 |
Enables AI assistants to securely interact with Charles Schwab accounts through…
|
B 79 5⁄5 | ||||||||
| 1864 |
MCP server for TickTick API enabling task management, project organization, hab…
|
B 79 5⁄5 | ||||||||
| 1865 |
Access live and historical NBA statistics including player stats, game scores, …
|
B 79 5⁄4 | ||||||||
| 1866 |
docs-mcp
Claim
Get authoritative answers about Redpanda documentation and search API reference…
|
B 79 6⁄6 | ||||||||
| 1867 |
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
|
B 79 5⁄5 | ||||||||
| 1868 |
Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain…
|
B 79 5⁄4 | ||||||||
| 1869 |
Enables AI-powered medical information retrieval through FHIR clinical document…
|
B 79 5⁄5 | ||||||||
| 1870 |
Enables read-only access to Reddit for searching posts within specific subreddi…
|
B 79 5⁄5 | ||||||||
| 1871 |
A Model Context Protocol server that enables the extraction of text, metadata, …
|
B 79 5⁄4 | ||||||||
| 1872 |
Complete product and pricing data solution for AI assistants. Search for produc…
|
B 79 5⁄5 | ||||||||
| 1873 |
smithery-ai/mcp-obsidian
Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
|
B 79 5⁄4 | ||||||||
| 1874 |
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
|
B 79 5⁄5 | ||||||||
| 1875 |
ragmap
Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
|
B 79 5⁄4 | ||||||||
| 1876 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1877 |
MCP server for spatial transcriptomics analysis with 60+ integrated methods cov…
|
B 79 5⁄4 | ||||||||
| 1878 |
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…
|
B 79 5⁄5 | ||||||||
| 1879 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1880 |
A Model Context Protocol server that monitors shadow-cljs builds and provides r…
|
B 79 5⁄5 | ||||||||
| 1881 |
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
|
B 79 5⁄4 | ||||||||
| 1882 |
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
|
B 79 5⁄5 | ||||||||
| 1883 |
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
|
B 79 5⁄4 | ||||||||
| 1884 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1885 |
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
|
B 79 5⁄5 | ||||||||
| 1886 |
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
|
B 79 5⁄5 | ||||||||
| 1887 |
Transforms complex Pega Platform interactions into intuitive, conversational ex…
|
B 79 5⁄5 | ||||||||
| 1888 |
Enables comprehensive integration with Google Analytics 4, allowing users to re…
|
B 79 5⁄5 | ||||||||
| 1889 |
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
B 79 5⁄5 | ||||||||
| 1890 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1891 |
Enables AI assistants to process documents, images, audio, and video via MCP pr…
|
B 79 5⁄4 | ||||||||
| 1892 |
Routes design tasks to designarena.ai's top-ranked model via OpenRouter across …
|
B 79 5⁄5 | ||||||||
| 1893 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
|
B 79 5⁄4 | ||||||||
| 1894 |
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
|
B 79 5⁄4 | ||||||||
| 1895 |
A Model Context Protocol server that enables AI assistants to interact with n8n…
|
B 79 5⁄5 | ||||||||
| 1896 |
Enables users to search for academic articles on platforms like arXiv using spe…
|
B 79 5⁄4 | ||||||||
| 1897 |
⚜️ An MCP server for context compaction and recycling in Claude Code
|
B 79 5⁄4 | ||||||||
| 1898 |
|
B 79 5⁄4 | ||||||||
| 1899 |
Enables AI assistants to search for products, retrieve listing details, get sho…
|
B 79 5⁄5 | ||||||||
| 1900 |
Enables AI assistants to interact directly with Strapi v5 CMS content through f…
|
B 79 5⁄5 | ||||||||