MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12451
isakskogstad
Provides access to Swedish Text-TV content from SVT including news, sports, wea…
C 61 66 94 61 0 28 83 94
12452
ingero-io
ingero Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
C 61 54 68 0 N/A 59 89 93
12453
zxfgds
MCP Code Indexer Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 54 78 26 N/A 17 90 85
12454
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12455
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12456
BIFROTEK-com
Docker-deployable server that enables interaction with Supabase databases via H…
C 61 64 90 46 0 52 95 81
12457
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12458
mcpcentral-io
MCP Time Server Claim
MCP server providing various date/time functions including current time, timezo…
C 61 66 78 72 0 33 81 99
12459
jray2123
Zen MCP Claim 1
An orchestration server that enables AI agents to collaborate across multiple A…
C 61 55 90 41 33 78 47
12460
burakdirin
mysqldb-mcp-server Claim 1
An MCP server that enables MySQL database integration with Claude. You can exec…
C 61 55 51 28 61 81 92
12461
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12462
developit
mcp-cmd Claim
CLI for calling successive MCP Server tools
C 61 54 56 26 N/A 41 95 85
12463
madhurprash
This server enables interaction with PostgreSQL databases through the Model Con…
C 61 54 66 22 N/A 25 95 89
12464
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
12465
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12466
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12467
lorrylockie
Lark MCP Server Claim 1
A server that enables LLMs to interact with Lark/Feishu services, currently sup…
C 61 55 54 55 22 80 88
12468
scka-de
ecb-mcp Claim
ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datas…
C 61 55 72 0 63 81 96
12469
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12470
Jordan-Jarvis
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
C 61 54 54 33 N/A 36 92 88
12471
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 55 48 51 19 81 100
12472
henrydyson
MCP WebSocket Server Claim 1
A WebSocket-based MCP server that enables mail operations including retrieval, …
C 61 55 78 31 21 80 85
12473
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12474
markjukerburg
MCP Server Demo Claim
A getting started guide and template for creating Python-based MCP servers usin…
C 61 54 56 12 N/A 45 94 100
12475
pyrimid-ai
Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.
C 61 55 86 0 40 81 95
12476
JesseEikeland
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQL…
C 61 54 66 33 N/A 25 88 87
12477
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12478
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 55 60 48 18 81 91
12479
gooapps
Integrates GitIngest to generate context files from public and private GitHub r…
C 61 55 48 57 25 81 88
12480
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12481
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12482
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12483
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12484
ciJaein
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 55 54 66 27 81 71
12485
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
12486
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
12487
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12488
onlineprfoundation
Search PR agencies, browse publications, buy press release distribution & media…
C 61 55 76 0 50 81 98
12489
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12490
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12491
Thomasneatbiggers
Perplexity-Comet-MCP Claim 1
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
C 61 64 68 61 0 56 90 99
12492
sapangupta63
MCP Selenium Server Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 55 45 82 N/A 44 89 39
12493
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12494
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12495
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12496
philipp-eisen
Modal MCP Toolbox Claim 1
Facilitates running Python code in a sandbox and generating images using the FL…
C 61 55 72 60 60 78 31
12497
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12498
koseha
API MCP Server Claim 1
A Model Context Protocol server that provides basic tools for arithmetic operat…
C 61 54 63 50 N/A 27 95 59
12499
vishnumallela
Zendesign MCP Server Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 54 45 31 N/A 42 95 93
12500
elblanco2
DevDocs MCP Server Claim
Provides access to 600+ documentation libraries from DevDocs.io including Pytho…
C 61 66 94 57 0 30 81 98
Showing 12451–12500 of 56925 servers
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