MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7851
livoras
A client-server browser automation solution that reduces HTML token usage by up…
B 70 5⁄5 ◉ ⏳ 72 67 — 28 81 90
7852
0xAnkitSingh
MCP Chat ⚡ Claim
A command-line interface application that enables interactive chat with AI mode…
B 70 5⁄4 ◉ ⏳ 74 51 N/A 21 95 100
7853
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 5⁄5 ◉ ⏳ 66 62 — 47 82 92
7854
WeiWeicode
Node.js MCP Server ⚡ Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 5⁄4 ◉ ⏳ 68 61 N/A 24 95 94
7855
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 5⁄4 ◉ ⏳ 78 56 N/A 19 95 90
7856
i-tozer
Excalidraw MCP Server ⚡ Claim 1
A Model Context Protocol server that provides API functionality for creating, m…
B 70 5⁄5 ◉ ⏳ 69 65 — 29 80 98
7857
Epochal-dev
open-notebook ⚡ Claim
MCP server that wraps the Open Notebook API
B 70 5⁄4 ◉ ⏳ 78 40 N/A 55 83 92
7858
LucaDeLeo
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
B 70 5⁄5 ◉ ⏳ 66 77 — 24 81 94
7859
michaelpine25
Google Drive MCP ⚡ Claim
Connects Claude Desktop to Google Drive, allowing Claude to access and interact…
B 70 5⁄4 ◉ ⏳ 66 56 N/A 23 95 100
7860
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 5⁄5 ◉ ⏳ 72 68 — 29 78 95
7861
Iceeeeec
MCP MySQL Server ⚡ Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 5⁄5 ◉ ⏳ 78 58 — 39 81 86
7862
nicholasrubright
MCPatterns Claim 1
An MCP server that enables users to store and retrieve personalized coding patt…
B 70 5⁄4 ◉ ⏳ 79 50 N/A 28 90 94
7863
srnetadmin
Nanoleaf MCP Server ⚡ Claim 2
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
B 70 5⁄5 ◉ ⏳ 69 55 — 41 82 100
7864
Agoric
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
B 70 5⁄5 ◉ ⏳ 72 62 — 40 76 93
7865
netlify
Netlify MCP Server ⚡ Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 5⁄5 ◉ ⏳ 86 82 — 40 81 46
7866
chrishayuk
Chuk Design System ⚡ Claim
Provides access to a universal design token system with 7 pre-built themes (col…
B 70 5⁄5 ◉ ⏳ 78 55 — 29 81 95
7867
JasonBates
Provides access to RescueTime productivity data including daily summaries, acti…
B 70 5⁄5 ◉ ⏳ 54 82 — 27 82 99
7868
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 5⁄5 ◉ ⏳ 82 41 — 45 81 98
7869
TheNewJavaman
claude-crowed ⚡ Claim
A persistent semantic memory system for Claude Code that provides a structured,…
B 70 5⁄4 ◉ ⏳ 76 33 N/A 48 95 93
7870
agilesix
Provides tools for auditing and fixing scaffolded VA forms to ensure they follo…
B 70 5⁄5 ◉ ⏳ 72 100 N/A 24 89 49
7871
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 5⁄5 ◉ ⏳ 78 43 — 45 81 97
7872
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 5⁄5 ◉ ⏳ 66 67 — 35 83 94
7873
basher83
Zammad MCP Server ⚡ Claim
An MCP server that connects AI assistants to Zammad, providing tools for managi…
B 70 6⁄4 ◉ ⏳ 90 72 0 70 95 98
7874
jianruidutong
Enables seamless integration between AI models and Obsidian knowledge bases wit…
B 70 5⁄5 ◉ ⏳ 84 74 — 52 80 47
7875
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 5⁄4 ◉ ⏳ 78 56 N/A 16 95 93
7876
zsun4work
Fed Speech MCP ⚡ Claim
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
B 70 5⁄5 ◉ ⏳ 78 53 — 27 81 99
7877
Deployment-Team
Unimus MCP Server ⚡ Claim
A read-only Model Context Protocol server that enables interaction with Unimus …
B 70 5⁄5 ◉ ⏳ 72 41 — 68 81 93
7878
leo-ye0
A comprehensive financial data analysis server providing Yahoo Finance data for…
B 70 5⁄4 ◉ ⏳ 60 62 N/A 29 95 95
7879
Meerkats-Ai
Prospeo MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 5⁄5 ◉ ⏳ 69 71 — 20 80 99
7880
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 5⁄5 ◉ ⏳ 77 63 — 19 81 100
7881
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 5⁄4 ◉ ⏳ 72 62 N/A 21 91 93
7882
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 5⁄5 ◉ ⏳ 78 36 — 73 81 86
7883
gensecaihq
pfsense-mcp-server ⚡ Claim
pfSense MCP Server enables security administrators to manage their pfSense fire…
B 70 5⁄5 ◉ ⏳ 82 43 N/A 46 76 98
7884
pablof7z
MCP-NOSTR ⚡ Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 5⁄5 ◉ ⏳ 60 70 — 46 76 94
7885
mitsuhiko
Pexpect MCP Server ⚡ Claim
Enables AI assistants to execute Python code with pexpect functionality for int…
B 70 5⁄5 ◉ ⏳ 54 82 — 46 81 82
7886
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 5⁄5 ◉ ⏳ 78 72 — 15 81 90
7887
l3wi
Lighthouse MCP ⚡ Claim 2
A Model Context Protocol server that enables Claude to interact with and analyz…
B 70 5⁄4 ◉ ⏳ 63 66 N/A 20 92 98
7888
trilogy-group
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-pa…
B 70 5⁄5 ◉ ⏳ 88 41 — 39 82 94
7889
xybstone
A Model Context Protocol server that enables direct integration with macOS Cale…
B 70 5⁄4 ◉ ⏳ 63 50 N/A 40 95 98
7890
rjn32s
MCP OCR Server ⚡ Claim
Extracts text from images using Tesseract OCR with support for local files, URL…
B 70 5⁄5 ◉ ⏳ 60 41 — 80 78 100
7891
PinMeTo
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
B 70 6⁄4 ◉ ⏳ 92 73 0 83 90 91
7892
dillip285
MCP Terminal Server ⚡ Claim 2
A secure server for executing terminal commands within predefined paths, allowi…
B 70 5⁄5 ◉ ⏳ 78 55 — 56 69 91
7893
SAK1337
Enables AI agents to query and analyze blockchain data from Dune Analytics, sup…
B 70 5⁄5 ◉ ⏳ 66 67 — 42 81 89
7894
tejedamiguel6
Contentful MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude to interact directly with C…
B 70 5⁄5 ◉ ⏳ 59 65 — 40 81 100
7895
struktured-labs
Godot MCP Server ⚡ Claim 2
An MCP server that provides tools for Godot Engine development, enabling users …
B 70 5⁄4 ◉ ⏳ 71 58 N/A 27 90 94
7896
phkus
Enables deployment of remote MCP servers on Cloudflare Workers without authenti…
B 70 5⁄5 ◉ ⏳ 72 71 — 34 80 81
7897
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 5⁄5 ◉ ⏳ 63 53 — 56 81 98
7898
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 5⁄5 ◉ ⏳ 90 57 — 27 81 82
7899
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 5⁄5 ◉ ⏳ 72 63 — 40 81 87
7900
VivaLaPanda
Enables searching and retrieving preserved Twitter data from the Community Arch…
B 70 5⁄5 ◉ ⏳ 76 60 — 24 81 96
Showing 7851–7900 of 69052 servers
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