MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7401
cbyrohl
mcp-server-ads Claim 1
An MCP server for the NASA Astrophysics Data System (ADS) that enables searchin…
B 70 55 57 71 51 82 89
7402
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
7403
cr21
RAG-MCP Claim
Simple RAG implementation from scratch using MCP, focusing on Perception, Memor…
B 70 54 66 53 N/A 44 90 94
7404
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7405
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7406
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 55 90 57 27 81 82
7407
aleksvin8888
Provides AI assistants with direct access to self-hosted Docmost documentation …
B 70 55 78 47 40 82 100
7408
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7409
atsuki-sakai
An MCP server that enables multi-provider AI collaboration using models like De…
B 70 55 69 72 47 74 82
7410
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7411
dhannusch
An intelligent web crawling server that uses Cloudflare's headless browser to r…
B 70 55 72 71 25 81 92
7412
YeomYuJun
Tibero MCP Server Claim 1
Enables AI applications to securely connect to and interact with Tibero databas…
B 70 55 80 53 39 74 100
7413
breez
Breez MCP Server Claim
Enables Lightning Network wallet operations through the Breez SDK, allowing use…
B 70 55 66 72 20 81 99
7414
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7415
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7416
mostapow
MCP4DRL Claim
Exposes a trained Deep Q-Network agent for business process resource allocation…
B 70 54 78 47 N/A 25 92 100
7417
aguaitech
A simple server that enables CRUD operations on Elementor data for WordPress pa…
B 70 55 68 70 27 81 95
7418
abdqum
Manage Supabase projects end to end across database, auth, storage, and realtim…
B 70 54 86 41 N/A 29 95 88
7419
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7420
BoosClues
A starter template for building custom MCP servers that can integrate with Clau…
B 70 55 60 100 N/A 26 95 55
7421
vurtnec
Jira Claim 2
MCP to Connect JIRA by NodeJs
B 70 55 72 72 17 80 95
7422
qso-graph
wspr-mcp Claim
Enables querying WSPR beacon data including live spots, band activity, top beac…
B 70 54 66 55 38 92 92
7423
Cactusinhand
mcp_server_notify Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 54 59 61 N/A 48 89 94
7424
Fast-Transients
Lodgify MCP Server Claim
Enables interaction with the Lodgify vacation rental API to manage properties, …
B 70 55 72 43 60 81 96
7425
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7426
commontrace
Connects AI coding agents to a shared knowledge base by allowing them to search…
B 70 55 72 46 57 80 93
7427
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
7428
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7429
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7430
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7431
leilaabdel
salesforce-mcp Claim
Salesforce MCP Server
B 70 55 86 52 25 78 95
7432
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7433
jonfreeland
MongoDB MCP Server Claim 1
A Model Context Protocol server that provides read-only access to MongoDB datab…
B 70 55 63 62 48 82 93
7434
abhishekms1047
Generates MCP servers from Postman API requests, automatically creating JavaScr…
B 70 55 78 66 21 81 91
7435
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7436
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7437
phkus
Enables deployment of remote MCP servers on Cloudflare Workers without authenti…
B 70 55 72 71 34 80 81
7438
nick-telsan
A demonstration server for ModelContextProtocol that provides weather tools and…
B 70 55 72 65 18 81 100
7439
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 55 68 70 25 81 96
7440
xxxbrian
mcp-rquest Claim 1
A MCP server providing realistic browser-like HTTP request capabilities with ac…
B 70 55 81 38 N/A 60 81 91
7441
CTD-Techs
Enables KYC (Know Your Customer) verification through API integration, supporti…
B 70 55 84 77 27 81 65
7442
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7443
dearlordylord
huly-mcp Claim 2
MCP server for Huly project management. Query issues, create and update tasks, …
B 70 54 57 56 65 83 92
7444
klei30
mcp-google-sheets Claim
B 70 54 72 41 N/A 45 90 98
7445
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7446
fr0ster
mcp-abap-adt Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 54 90 52 N/A 84 95 28
7447
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7448
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7449
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
7450
dhhuston
APRS.fi MCP Server Claim 1
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
B 70 55 75 100 N/A 20 95 40
Showing 7401–7450 of 58295 servers
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