MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11051
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 55 54 60 41 81 83
11052
Maxli53
A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents …
C 64 55 78 75 27 81 42
11053
pasie15
Tripo AI MCP Server Claim 2
Enables AI assistants to interact with the Tripo3D AI API to generate 3D models…
C 64 55 74 82 28 80 42
11054
creatorrmode-lead
avp-sdk Claim
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
C 64 55 78 0 67 81 99
11055
SalmanFaris7
Provides secure access to penetration testing tools from Kali Linux including n…
C 64 54 68 37 N/A 19 95 92
11056
Seojiyoung
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 64 54 68 68 N/A 33 90 50
11057
akramsheriff5
MCP Server Claim
A collection of lightweight servers that expose weather and financial capabilit…
C 64 54 72 31 N/A 20 95 95
11058
Mirascope
Easily run, deploy, and connect to MCP servers
C 64 54 58 28 N/A 54 95 90
11059
schwim23
MyAIGist MCP Claim
A local document intelligence and knowledge management server for Claude Deskto…
C 64 54 72 31 N/A 22 92 97
11060 C 64 64 72 72 0 45 95 99
11061
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
C 64 55 60 38 63 80 81
11062
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
11063
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
11064
guangxiangdebizi
PaperMCP Claim
An academic paper retrieval server that enables AI assistants to search and fil…
C 64 55 84 57 40 81 45
11065
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
11066
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11067
yeoamlog
Slack MCP Server Claim
A comprehensive Slack integration server that enables sending messages, managin…
C 64 55 72 48 18 81 88
11068
msnidal
Yellhorn MCP Claim 1
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
C 64 55 69 37 41 82 88
11069
NgoQuocViet2001
Enables reading and extracting structured data from Google Docs and Sheets, inc…
C 64 55 72 40 27 82 92
11070
OscillateLabsLLC
kiwix-mcp Claim 1
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
C 64 55 57 30 57 84 95
11071
SpaceStation09
Provide identity linkage and analysis by querying user-related information acro…
C 64 54 50 62 N/A 15 95 90
11072
kukapay
funding-rates-mcp Claim
Providing real-time funding rate data across major crypto exchanges.
C 64 55 72 32 39 82 91
11073
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
11074
Low-Code-Cookbook
A template for deploying a Model Context Protocol server to Cloudflare Workers …
C 64 55 48 70 27 84 86
11075
willianmarcel
MCP Weather Server Claim 1
Provides real-time weather data and 5-day forecasts using OpenWeatherMap API. S…
C 64 55 72 43 21 80 93
11076
cdelashmutt-pivotal
Sample Data MCP Claim
Generates fixed-length test data records with customizable field types includin…
C 64 54 54 52 N/A 22 94 90
11077
Gilfeather
A template for building Model Context Protocol servers that connect to company …
C 64 55 54 41 47 81 100
11078
MediocreTriumph
A comprehensive toolkit that enables automated interaction with Cisco Modeling …
C 64 55 74 38 22 80 96
11079
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
11080
transloadit
node-sdk Claim
Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS…
C 64 66 86 67 0 83 69 85
11081
Franciskkang
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 64 54 66 65 N/A 34 90 56
11082
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 55 51 100 19 81 53
11083
IncomeStreamSurfer
Provides tools for generating and editing images using OpenAI's gpt-image-1 mod…
C 64 55 60 51 36 81 88
11084
ArjanLig
Strava Training MCP Claim 1
Connect Strava training data to Claude for training load analysis and activity …
C 64 55 90 0 N/A 52 81 96
11085
fintools-ai
Enables real-time options order flow analysis with pattern detection, instituti…
C 64 55 66 33 42 81 96
11086
pradumnasaraf
Aviationstack Claim
Track real-time flight statuses, schedules, and airline information globally. A…
C 64 66 66 70 0 75 81 100
11087
theYahia
getcourse-mcp Claim 2
MCP server for GetCourse API -- users, deals.
C 64 44 47 N/A N/A 58 95 58
11088
payelink
paylink Claim
A payment framework that helps developers easily integrate payments into their …
C 64 64 90 68 0 42 95 86
11089
lmorchard
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
C 64 55 70 31 31 84 99
11090
harunamitrader
Provides accurate Pine Script v6 coding assistance through search, completion, …
C 64 54 54 61 N/A 28 95 72
11091
pyvista
PyVista MCP Server Claim
Enables 3D visualization capabilities through PyVista integration, allowing use…
C 64 54 56 35 N/A 49 87 94
11092
kokevidaurre
Looker Admin MCP Claim
Provides over 60 administrative tools for managing users, groups, roles, schedu…
C 64 55 78 41 27 80 84
11093
Yaniddze
Provides comprehensive access to Escape From Tarkov game data including items, …
C 64 55 60 87 39 81 41
11094
leila-huang
NEI MCP Server Claim
Enables interaction with the NEI platform to query project resources such as in…
C 64 55 54 60 34 82 86
11095
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
11096
BrianCusack
Provides access to organizational Sharepoint documents through the Microsoft Gr…
C 64 55 76 41 25 81 88
11097
Leonelberio
WordPress MCP Server Claim 1
A server that enables interaction with WordPress sites through REST API, allowi…
C 64 55 84 68 39 76 39
11098
amanasmuei
A Model Context Protocol service that enables remote management and control of …
C 64 55 72 82 53 76 27
11099
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 54 64 22 N/A 49 95 90
11100
isakskogstad
scb-mcp Claim 1
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy,…
C 64 66 79 73 0 53 81 97
Showing 11051–11100 of 57357 servers
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