MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12351
wpnbos
Buienradar MCP Server Claim 1
Fetches precipitation forecasts for any location using Buienradar and integrate…
C 61 55 60 40 23 83 94
12352
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
12353
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12354
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 55 48 65 22 81 82
12355
2022124030jc
Date-MCP Server Claim
A Model Context Protocol service that handles date and time conversions for Chi…
C 61 55 54 55 22 83 85
12356
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
12357
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12358
ChengHua926
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 61 55 48 68 27 83 71
12359
iRahulPandey
A natural language interface for MLflow that allows users to query and manage t…
C 61 55 62 36 22 81 100
12360
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
12361
faizan45640
An MCP server that enables AI assistants to access and interact with Google Cla…
C 61 55 45 68 45 76 72
12362
baselab-me
Enables AI agents to create and post signal coins on the Base blockchain throug…
C 61 66 78 72 0 50 80 87
12363
sreedhag
Enables interaction with PostgreSQL databases through both HTTP and stdio trans…
C 61 55 60 43 24 81 92
12364
ofryma
Enables AI assistants to perform penetration testing and security assessments b…
C 61 55 72 31 40 69 90
12365
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12366
tuncer-byte
Memory Bank MCP Claim 1
An MCP server that helps teams create, manage, and access structured project do…
C 61 54 55 62 N/A 35 90 57
12367
JackKuo666
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
C 61 55 70 27 24 83 96
12368
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12369
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 61 55 71 0 72 71 100
12370
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
12371
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
12372
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 55 60 46 16 81 92
12373
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
12374
kira-autonoma
devtools-mcp Claim
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
C 61 54 66 0 N/A 55 92 98
12375
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12376
Bwkyd
Weixin MCP Claim
Enables reading and extracting content from WeChat public account articles usin…
C 61 54 50 35 N/A 48 92 84
12377
tizee
MCP-Server-IETF Claim 1
A Model Context Protocol server that enables Large Language Models to search an…
C 61 55 45 38 42 84 98
12378
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12379
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
12380
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12381
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12382
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
12383
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 54 60 36 N/A 18 95 88
12384
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12385
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12386
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12387
GizAI
Arche Browser Claim 1
An MCP server for comprehensive browser automation and full local PC control vi…
C 61 55 57 38 42 81 84
12388
fluora-ai
Fluora MCP Claim
Enables AI agents to discover and pay for monetized services such as PDF proces…
C 61 55 78 60 36 76 42
12389
brianellin
Bluesky MCP Server Claim
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
C 61 64 68 75 0 31 90 100
12390
GuiAmbassador
Enables users to fetch random jokes from multiple sources including Chuck Norri…
C 61 55 60 17 49 83 100
12391
Wolfe-Jam
gemini-faf-mcp Claim
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .…
C 61 64 72 46 0 63 95 100
12392
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
12393
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12394
piotrpalek
MCP Think Tool Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 55 39 100 18 81 55
12395
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12396
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12397
DRITI2906
A lightweight MCP server that provides real-time hardware statistics including …
C 61 54 54 26 N/A 27 95 100
12398
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12399
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 66 78 75 0 30 81 98
12400
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
Showing 12351–12400 of 56925 servers
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