MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8751
parikshitBoxtalk
An MCP server for interacting with SQL Server databases that enables schema ins…
C 68 55 77 58 27 77 93
8752
hafizrahman
An integration tool that allows users to fetch weather alerts/forecasts from th…
C 68 55 64 58 28 82 100
8753
weidongxu-microsoft
A Model Context Protocol server that provides Azure Java SDK documentation to A…
C 68 55 63 58 43 80 91
8754
khandrew1
A production-ready template for building MCP servers on Cloudflare Workers that…
C 68 55 74 60 24 81 92
8755
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
8756
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 55 72 62 21 81 94
8757
plrdev
Enables interaction with CubeCobra's API to access and manage Magic: The Gather…
C 68 55 66 70 29 80 87
8758
jahfer
JMAP MCP Server Claim
JMAP MCP Server
C 68 55 86 70 45 81 46
8759
RuumaLilja
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
C 68 55 72 67 24 81 83
8760
codewithmsunke
MCP Math Server Claim
Provides basic mathematical operations including arithmetic, square root, and n…
C 68 55 66 55 29 84 99
8761
saikodi
hive-mcp Claim
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
C 68 54 66 38 N/A 49 90 97
8762
AndreasVolkmann
An MCP server that fetches jokes from various APIs (Chuck Norris, Dad jokes, an…
C 68 54 63 60 N/A 47 95 70
8763
giri-jeedigunta
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
C 68 55 78 100 N/A 20 84 36
8764
leoking670
Fetch MCP Claim
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 68 54 48 73 N/A 30 92 92
8765
TharakaJayz
Enables AI-powered conversations about resume/CV content and email notification…
C 68 55 72 61 21 81 94
8766
PaulCailly
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
C 68 55 66 67 27 82 91
8767
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
8768
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8769
MUSE-CODE-SPACE
content-genie Claim 1
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
C 68 55 68 100 N/A 50 95 11
8770
nazufel
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
C 68 54 78 30 N/A 28 95 100
8771
Augmented-Nature
PubMed MCP Server Claim
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
C 68 55 84 83 30 81 45
8772
FactrueSolin
api-test-mcp Claim
api-test-mcp
C 68 55 74 62 39 81 75
8773
sergey-mamulchenko
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
C 68 54 64 47 N/A 39 95 91
8774
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
8775
pinkpixel-dev
NPM Helper MCP Claim 1
A Model Context Protocol server that provides tools for NPM package management,…
C 68 55 73 82 53 81 40
8776
mixelpixx
Edit-MCP Claim 1
A Model Context Protocol server that integrates with Microsoft's Edit tool, all…
C 68 55 81 41 37 81 95
8777
ross-jill-ws
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
C 68 55 78 56 25 81 91
8778
ancoleman
Enables context-aware semantic search across codebases using Qdrant vector data…
C 68 55 78 33 46 82 99
8779
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8780
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
8781
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
8782
truss44
Provide real-time cryptocurrency price data and market analysis.
C 68 66 82 72 0 84 82 99
8783
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
8784
Shelpuk-AI-Technology-Consulting
Provides web search and content retrieval optimized for AI coding assistants, r…
C 68 54 58 42 54 95 91
8785
MelaLitho
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
C 68 55 84 53 23 76 90
8786
logos-42
Enables blockchain payment operations across multiple networks including Base, …
C 68 55 84 91 44 81 21
8787
furenqiang-study
A Node.js-based MCP server that extracts numbers from text and generates statis…
C 68 55 72 60 30 81 86
8788
VectorInstitute
MCP Goodnews Claim 1
A Model Context Protocol server that fetches and ranks positive news articles f…
C 68 55 51 57 70 81 89
8789
marc-shade
Provides multi-provider image generation with automatic fallback across service…
C 68 55 96 28 30 80 93
8790
danielrosehill
Save-To-NAS MCP Claim
Enables saving files and folders to a local NAS over NFS with automatic share d…
C 68 54 60 58 N/A 29 95 91
8791
Rwb3n
Provides an MCP server that allows AI assistants to interact with Obsidian vaul…
C 68 54 48 60 N/A 43 92 98
8792
Tai-DT
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
C 68 55 90 31 55 71 89
8793
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 54 72 36 N/A 43 87 98
8794
droidnext
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
C 68 54 60 48 N/A 40 95 96
8795
njoerd114
kubecon-eu-mcp Claim 2
An MCP server for KubeCon + CloudNativeCon Europe 2026 that provides agentic sc…
C 68 54 57 30 N/A 71 92 99
8796
kroq86
Provides an MCP-native operational interface for diagnostics, explainability, r…
C 68 54 72 31 59 90 88
8797
rookiejefren
AutoDev MCP Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
C 68 54 66 58 N/A 34 87 89
8798
pscheit
An MCP server that utilizes Trello as a knowledge base for storing, searching, …
C 68 55 63 62 42 78 93
8799
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 54 78 45 N/A 21 95 89
8800
sophia-labs
Mnemosyne MCP Claim
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
C 68 55 90 35 37 81 89
Showing 8751–8800 of 58073 servers
« Prev 1 174 175 176 177 178 1162 Next »