MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
AndacGuven
Site Crawler MCP Claim 1
An MCP server for crawling websites and extracting comprehensive data including…
B 72 55 75 100 39 81 52
5852
softgridinc-pte-ltd
A Model Context Protocol (MCP) server that provides tools for reading Excel (xl…
B 72 55 86 50 43 81 92
5853
codewithpassion
A remote Model Context Protocol server template for Cloudflare Workers with bui…
B 72 55 72 73 29 80 97
5854
st3v
Provides comprehensive running performance calculations including VDOT, trainin…
B 72 55 84 41 46 84 100
5855
arslanmanzoorr
A production-ready reasoning engine that integrates Claude AI with specialized …
B 72 55 84 62 24 78 97
5856
esteveavi
TMB Bus Arrival Times Claim 1
Provides real-time bus arrival information for TMB (Transports Metropolitans de…
B 72 55 80 63 21 82 100
5857
diegofornalha
Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 fe…
B 72 55 88 100 30 81 43
5858
matheusslg
Enables transcription of audio files using Google Gemini AI and creates a searc…
B 72 55 76 73 26 81 93
5859
pipethedev
Enables LLMs to automate web browsing through BrowserCat's cloud browser servic…
B 72 55 78 66 23 81 99
5860
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 55 72 35 N/A 83 82 94
5861
matteoantoci
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
B 72 55 84 100 28 81 45
5862
anis-marrouchi
A Model Context Protocol server that converts diverse file types, including PDF…
B 72 55 63 70 45 81 96
5863
Vorota-ai
nmap-mcp Claim 2
Enables AI agents to perform automated network security assessments using Nmap,…
B 72 55 63 100 48 92 46
5864
mazah81-gif
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
B 72 54 60 70 N/A 28 95 100
5865
landicefu
A Model Context Protocol server that enables AI assistants to interact with And…
B 72 54 63 60 N/A 51 87 100
5866
hohuuduc
Web Viewer MCP Server Claim 1
Allows AI agents to control and interact with VS Code webviews by providing too…
B 72 54 78 56 N/A 27 90 100
5867
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
5868
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 55 65 73 43 81 94
5869
InfraMCP
SSH MCP Server Claim
Enables remote Linux server management via SSH, allowing command execution and …
B 72 55 76 43 67 81 98
5870
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
5871
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5872
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
5873
jacob-dietle
n8n MCP Server Claim 2
A Model Context Protocol server that allows AI agents to interact with n8n work…
B 72 55 63 73 43 78 99
5874
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
5875
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
5876
JamesANZ
us-legal-mcp Claim 2
An MCP server that provides comprehensive US legislation.
B 72 55 75 58 47 82 93
5877
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
5878
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
5879
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
5880
Nexus-Router
nexus Claim
Govern & Secure your AI
B 72 64 92 67 0 84 95 100
5881
brainupgrade-in
Notes Manager Claim
A TypeScript-based MCP server that enables AI assistants to create, search, lis…
B 72 54 78 55 N/A 33 95 92
5882
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
5883
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
5884
manfye
Provides seamless access to Malaysia's official government data catalogue, enab…
B 72 54 72 56 N/A 42 90 97
5885
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 54 75 53 N/A 41 95 92
5886
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5887
orkuhh
DevUtils MCP Server Claim 1
Provides essential developer tools for workspace management, including advanced…
B 72 54 86 55 N/A 32 87 89
5888
markswendsen-code
gmail Claim 1
Gmail MCP server — send, read, and search email. By Strider Labs.
B 72 54 78 66 N/A 32 74 100
5889
llm-graph
FastPostgresMCP Claim
A blazing fast MCP server that enables AI agents to interact with multiple Post…
B 72 55 72 66 47 81 89
5890
KunihiroS
A Model Context Protocol server that enables searching Google Patents informati…
B 72 55 63 75 45 81 91
5891
andradehenrique
Dokploy MCP Server Claim
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
B 72 55 60 68 53 82 99
5892
datamoc
Enables AI-powered portfolio analysis for Wealthfolio, allowing Claude to query…
B 72 54 78 53 N/A 34 95 91
5893
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
5894
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
5895
septemhill
Etherscan MCP Tool Claim 1
A tool that enables users to interact with blockchain data to retrieve token to…
B 72 55 78 63 39 76 94
5896
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
5897
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
5898
QiPanTanYi
Enables natural language database operations on MySQL databases with AI integra…
B 72 54 80 58 N/A 24 95 88
5899
rileyedwards77
Provides a standardized way to integrate Perplexity AI's features like chat, se…
B 72 55 82 68 23 80 92
5900
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
Showing 5851–5900 of 67197 servers
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