MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6651
giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive an…
B 71 55 60 72 39 82 100
6652
verIdyia
spotify-mcp Claim 1
An MCP server that enables users to control Spotify playback, search music, and…
B 71 55 63 67 53 80 90
6653
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
6654
flutterninja9
Better Fetch Claim 1
A Model Context Protocol server that intelligently fetches and processes web co…
B 71 55 63 100 50 81 52
6655
ErebusEnigma
context-memory Claim
Persistent, searchable context storage across Claude Code sessions using SQLite…
B 71 54 76 27 N/A 73 92 90
6656
melaodoidao
Data.gov MCP Server Claim 3
An MCP server that provides access to government datasets from Data.gov, enabli…
B 71 55 79 100 38 82 42
6657
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 54 72 50 N/A 38 90 100
6658
hyperb1iss
droidmind Claim
Control Android devices with AI through MCP, enabling device control, debugging…
B 71 54 72 36 N/A 76 92 85
6659
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 54 66 60 N/A 43 95 86
6660
Lizzard-Solutions
Enables comprehensive browser automation through Browserless.io including PDF g…
B 71 55 90 66 22 74 87
6661
amitpuri
A serverless MCP server deployed on Vercel that provides basic utility tools in…
B 71 55 86 40 36 83 100
6662
ingpoc
Provides sandboxed code execution and data processing for CSVs and logs to achi…
B 71 54 78 61 N/A 32 82 92
6663
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 55 78 63 22 81 100
6664
ahodroj
MCP Iceberg Catalog Claim 1
A Model Context Protocol server that provides a SQL interface for querying and …
B 71 55 79 100 22 81 51
6665
dgunning
EdgarTools Claim 1
Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API …
B 71 55 94 0 N/A 92 81 95
6666
davidsimoes
digisign-mcp Claim 1
MCP server for DigiSign.cz digital signature API — create, send, and manage dig…
B 71 55 57 72 51 80 95
6667
ramborau
Automatically converts Postman API collections into MCP-compatible tools for AI…
B 71 55 78 65 21 81 100
6668
ngothienan
Katana MCP Server Claim
Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling …
B 71 54 72 53 N/A 42 90 91
6669
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 54 86 55 N/A 23 80 99
6670
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 55 72 60 42 81 96
6671
dasein108
Cyb MCP Server Claim 1
An MCP server that enables AI agents to interact with the Cyber decentralized k…
B 71 54 63 60 N/A 39 95 92
6672
multiversx
MultiversX MCP Server Claim 1
Enables interaction with the MultiversX blockchain, allowing users to create wa…
B 71 55 62 100 N/A 29 100 49
6673
glassBead-tc
A macOS-native bridge server that enables communication between different AI cl…
B 71 55 96 82 N/A 23 95 35
6674
Zacarx
JavaSinkTracer MCP Claim
Enables AI-powered Java source code vulnerability auditing through function-lev…
B 71 54 84 50 N/A 27 95 85
6675
erkamkavak
Enables creation, validation, rendering, and optimization of SVG images with co…
B 71 55 78 62 35 76 94
6676
datastrato
A FastMCP integration server that provides access to Apache Gravitino metadata …
B 71 55 68 60 44 81 100
6677
byjit
A Model Context Protocol server that enables remote connections with GitHub aut…
B 71 54 53 67 N/A 43 95 94
6678
liu10250510
File Search Server Claim
Enables intelligent file searching in local directories using natural language …
B 71 54 78 56 N/A 24 95 89
6679
pysorflow
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
B 71 55 94 51 16 81 96
6680
jspv
Enables users to perform Google Custom Search queries through the Model Context…
B 71 55 88 43 43 81 92
6681
ttkkasd
Jimeng MCP Server Claim 1
A Model Context Protocol server that enables generating AI images using Volceng…
B 71 54 69 62 N/A 50 95 75
6682
mikdeangelis
Enables comprehensive management of Facebook and Instagram advertising campaign…
B 71 55 54 76 49 81 92
6683
nocoo
A Model Context Protocol server that enables AI tools to automatically log thei…
B 71 55 69 100 N/A 40 95 39
6684
kjpou1
Enables access to ForexFactory economic calendar data through MCP resources and…
B 71 55 70 70 52 81 80
6685
shashwatgtm
icp-intelligence-mcp Claim 1
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
B 71 54 90 47 N/A 29 92 84
6686
Jiansen
Proxy Doctor Claim
Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, W…
B 71 54 66 36 N/A 66 95 95
6687
spences10
MCP Embedding Search Claim 1
A Model Context Protocol server that searches transcript segments in a Turso da…
B 71 55 69 73 33 81 91
6688
flydev-fr
mcp-delphi Claim 1
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
B 71 55 78 82 N/A 63 87 37
6689
2niuhe
qrcode_mcp Claim 1
A QR code generation MCP server that converts any text (including Chinese chara…
B 71 54 72 53 N/A 43 92 91
6690
ViperBlackSkull
Firecrawl Local MCP Claim 1
Provides web scraping, crawling, and site mapping capabilities by connecting di…
B 71 55 84 60 24 80 92
6691
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
6692
askme765cs
open-docs-mcp Claim
An open-source MCP implementation providing document management functionality. …
B 71 55 94 83 43 81 37
6693
nvdpsingh
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
B 71 55 78 62 21 81 99
6694
keithah
Connects to multiple Plex accounts to perform fuzzy searches for users across s…
B 71 55 66 66 34 83 98
6695
eeharumt
A TypeScript-based server that provides debugging and management capabilities f…
B 71 55 72 66 38 81 90
6696
BurtTheCoder
mcp-dnstwist Claim 3
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
B 71 55 75 57 48 76 96
6697
mukiwu
Analyzes JavaScript/TypeScript projects for code modernization opportunities, c…
B 71 55 78 100 36 81 42
6698
supercurses
Creates and manipulates PowerPoint presentations with capabilities for adding v…
B 71 54 90 26 N/A 48 95 92
6699
yup-21
Crash MCP Server Claim
Enables AI assistants to analyze Linux system crash dumps by automatically disc…
B 71 55 48 82 N/A 47 95 81
6700
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
Showing 6651–6700 of 47066 servers
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