MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
craigsdennis
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 83 83
11352
waue0920
A deployable Model Context Protocol server for Cloudflare Workers that allows u…
C 63 55 48 68 26 84 84
11353
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11354
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11355
michaelbuckner
ServiceNow MCP Server Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 55 33 71 45 81 90
11356
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11357
HolleIvan
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
C 63 55 66 27 39 81 100
11358
juancsanchez
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 55 51 100 27 81 43
11359
ndjordjevic
pinrag Claim
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
C 63 55 84 0 N/A 78 64 95
11360
marcusbai
A Model Context Protocol server that provides comprehensive weather data queryi…
C 63 55 57 58 23 81 88
11361
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11362
patw
Enables querying and analyzing the MongoDB sample_mflix movie dataset through n…
C 63 55 70 38 36 81 87
11363
dh1789
My First MCP Claim
A tutorial MCP server that provides basic utility tools including time queries,…
C 63 55 54 100 48 81 22
11364
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11365
sw-jooyeon
A tool that helps users easily register Anthropic's Model Context Protocol in C…
C 63 55 72 30 41 81 89
11366
nexon33
A Model Context Protocol server that enables clients to interact with a system …
C 63 54 51 56 N/A 56 87 66
11367
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 55 60 67 19 81 76
11368
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11369
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11370
infranodus
Map text into knowledge graphs to create a structured representation of concept…
C 63 66 86 71 0 54 81 82
11371
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11372
rajmohancoder
This MCP server provides tools to calculate and compare insurance premiums acro…
C 63 55 54 51 30 83 93
11373
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11374
meaigood001
Enables Google search functionality through the Google Custom Search API with e…
C 63 55 60 42 37 81 91
11375
walkingzzzy
Office MCP Server Claim
AI-powered Office automation server that enables creating, editing, and process…
C 63 55 78 30 40 81 78
11376
eugeneyvt
Logseq MCP Server Claim 2
Enables AI assistants to interact with your local Logseq knowledge base through…
C 63 54 84 46 N/A 67 94 17
11377
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 66 75 N/A 35 92 35
11378
amornpan
Enables Language Models to interact with Microsoft SQL Server databases by insp…
C 63 55 78 36 18 81 93
11379
ysntony
Integrates AppsFlyer analytics data with AI assistants, allowing users to fetch…
C 63 55 66 70 49 81 40
11380
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11381
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11382
Pimmetjeoss
A Docker-based MCP server that provides current weather information for cities …
C 63 55 78 45 19 81 79
11383
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11384
CharTyr
Enables AI agents to play Slay the Spire 2 by exposing game state and actions t…
C 63 54 72 0 N/A 59 89 99
11385
CorantGmbH
air-Q Claim 1
MCP server for direct HTTP communication with air-Q air quality sensor devices
C 63 64 73 48 0 81 90 96
11386
09Tns
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
C 63 55 68 17 50 81 100
11387
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11388
lichman0405
PDF2ZH MCP Server Claim 1
An MCP server that translates scientific PDF documents while preserving origina…
C 63 54 51 32 N/A 50 92 95
11389
Tushar-Shrivastava
MCP Log Analyzer Claim
An AI-powered server that analyzes system log files to identify errors/warnings…
C 63 55 82 27 39 81 79
11390
krishna-paulraj
X MCP Server Claim
Enables users to interact with X (Twitter) through the X API. Supports posting …
C 63 55 78 75 24 81 38
11391
R-lz
MCP Video Digest Claim
A service that extracts and transcribes audio content from videos across 1000+ …
C 63 55 60 42 40 81 89
11392
FaureAlexis
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
C 63 55 58 57 19 82 91
11393
abuzo
Graylog MCP Server Claim
Enables AI assistants to search and analyze logs in Graylog using three powerfu…
C 63 55 60 51 31 81 87
11394
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11395
OctagonAI
Octagon VC Agents Claim 1
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
C 63 55 49 62 46 81 76
11396
DanielRSnell
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 63 55 72 50 16 71 97
11397
amornpan
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
C 63 55 78 33 21 80 94
11398
KnightMode
A Model Context Protocol server that provides comprehensive YouTube search func…
C 63 54 55 48 N/A 18 95 89
11399
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11400
revmischa
AgentBase Claim 1
Hosted shared knowledge base for AI agents. Store, search, and retrieve structu…
C 63 66 69 100 0 25 81 96
Showing 11351–11400 of 67226 servers
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