MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7601
ilidaniys
Jira MCP Server Claim 1
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
B 70 55 78 65 24 78 93
7602
neno-is-ooo
@mcp/openverse Claim 1
An MCP server that enables searching and fetching openly-licensed images from O…
B 70 55 73 100 39 81 43
7603
dongwoosuk
Outlook MCP Claim
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
B 70 54 88 27 N/A 45 95 92
7604
saoqixiaomm
Yuque MCP Server Claim
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
B 70 54 60 71 N/A 23 95 90
7605
jcjiron
Hevy MCP Server Claim
Enables interaction with the Hevy fitness tracking platform through their API. …
B 70 55 66 61 39 81 96
7606
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 54 66 70 N/A 24 87 91
7607
bendichter
Enables complex queries over data on the DANDI Archive and provides a system fo…
B 70 54 78 61 N/A 21 87 88
7608
0brym
A config-driven, zero-dependency MCP server with plugin architecture that enabl…
B 70 55 78 91 25 81 60
7609
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7610
takiAA
Twitter MCP Server Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 55 78 63 17 81 95
7611
zellerhaus
A Model Context Protocol server that provides access to property data, address …
B 70 55 57 66 43 81 99
7612
ryddle
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
B 70 55 96 63 24 80 70
7613
netlify
Netlify MCP Server Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 55 86 82 40 81 46
7614
wenxint
OCR MCP Server Claim 1
A Tesseract.js-based server that enables image-to-text recognition within MCP-c…
B 70 54 72 56 N/A 27 92 94
7615
GeekyRiolu
ICY_MCP Claim
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
B 70 55 78 66 23 81 87
7616
jpospychala
Provides tools for managing wallet operations, transfers, and currency exchange…
B 70 55 78 62 26 76 98
7617
shaunie2fly
Enables creation and management of professional email templates using MJML mark…
B 70 55 78 100 28 81 43
7618
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7619
sworddut
MCP FFmpeg Helper Claim 2
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
B 70 55 84 75 N/A 51 87 39
7620
noisysocks
Autoconsent MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities f…
B 70 55 63 100 N/A 25 95 52
7621
tfscharff
Prevents citation hallucination by verifying academic citations against CrossRe…
B 70 55 78 100 27 81 48
7622
dillip285
MCP Terminal Server Claim 2
A secure server for executing terminal commands within predefined paths, allowi…
B 70 55 78 55 56 69 91
7623
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7624
bhaveshrmahajan
MySQL MCP Server Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 55 72 51 51 74 100
7625
benedict2310
Provides real-time access to over 200 million scientific papers and full-text e…
B 70 55 94 82 38 81 35
7626
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7627
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7628
rosh-studio
rosh-mcp Claim 1
Create interactive web apps, games, and 3D scenes using Rosh — a plain-English …
B 70 55 76 41 N/A 47 82 100
7629
boleyn
Intelligent knowledge base management tool that enables searching, browsing, an…
B 70 54 62 71 N/A 25 95 87
7630
dshanklin-bv
MCPizza - Enhanced Claim 1
An educational MCP server that enables users to browse Domino's menus, find cou…
B 70 55 84 58 25 74 99
7631
andresfrei
Enables read-only access to multiple Google Drive accounts simultaneously throu…
B 70 55 66 72 28 81 93
7632
comprowler
Prowler MCP Server Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 54 78 61 N/A 26 95 78
7633
leilaabdel
salesforce-mcp Claim
Salesforce MCP Server
B 70 55 86 52 25 78 95
7634
agilesix
Provides tools for auditing and fixing scaffolded VA forms to ensure they follo…
B 70 55 72 100 N/A 24 89 49
7635
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 55 68 70 25 81 96
7636
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7637
ArtixZ
MCP Google Maps Claim
Provides access to Google Maps functionality including places search, geocoding…
B 70 55 78 61 25 81 95
7638
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7639
RinardNick
MCP Terminal Server Claim 1
A secure terminal execution server that enables controlled command execution wi…
B 70 55 88 100 35 74 35
7640
godlewis
Enables LLMs to interact with ZenTao project management system, supporting proj…
B 70 55 72 77 28 81 82
7641
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7642
Chase-Bullock
A server implementation that allows AI models to interact with Jira through the…
B 70 55 78 73 15 81 89
7643 B 70 55 76 63 42 78 84
7644
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7645
dhannusch
An intelligent web crawling server that uses Cloudflare's headless browser to r…
B 70 55 72 71 25 81 92
7646
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7647
semihbugrasezer
Etsy SEO Generator Claim
Generates complete SEO-optimized Etsy product listings including titles, descri…
B 70 55 88 38 43 81 91
7648
bugzy-ai
Resend MCP Server Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 55 80 62 24 81 93
7649
Berman510
EVE ESI Tool Claim 2
An MCP server that integrates EVE Online's ESI API with AI assistants to enable…
B 70 44 45 N/A N/A 45 95 93
7650
mostafa-drz
Enables remote control and monitoring of Claude Code sessions from mobile devic…
B 70 54 70 43 N/A 42 95 99
Showing 7601–7650 of 30006 servers
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