MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29583
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7401
chick-p
Enables searching for any text within a specified Algolia index through an MCP-…
B 70 55 76 52 45 81 91
7402
TamarEngel
jira-github-mcp Claim
MCP server that integrates Jira and GitHub to automate end-to-end developer wor…
B 70 54 78 40 N/A 47 92 91
7403
RuoJi6
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
B 70 55 63 68 52 80 86
7404
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7405
adham90
opentrace Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
B 70 54 76 31 N/A 58 95 91
7406
st3v
Enables creation, management, and scheduling of Garmin Connect workouts from na…
B 70 55 82 41 45 81 98
7407
znehraks
MCP Notepad Server Claim
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
B 70 54 72 60 N/A 34 92 85
7408
kotevcode
whatsapp-mcp Claim 2
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
B 70 54 55 60 N/A 45 90 99
7409
waTeim
Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativeP…
B 70 55 80 46 46 81 94
7410
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 55 80 41 66 81 84
7411
aaronsb
google-workspace-mcp Claim 1
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
B 70 64 94 72 0 77 90 93
7412
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7413
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7414
GroundDocs
GroundDocs Claim
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
B 70 54 62 58 N/A 40 95 92
7415
MushroomFleet
DeepLucid3D-MCP Claim 3
MCP server for unified cognitive processing — deep reasoning framework for Clin…
B 70 55 81 58 N/A 23 83 90
7416
TeslaLord
Enables interaction with GitLab repositories through natural language, supporti…
B 70 55 92 43 19 81 99
7417
Erodenn
fetch-guard Claim
URL fetcher and HTML-to-markdown converter with three-layer prompt injection de…
B 70 55 72 40 N/A 66 83 91
7418
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7419
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7420
SpongeBaby-124
Codex MCP Server Claim
Connects AI assistants to a local Codex engine for performing deep, project-lev…
B 70 54 84 53 N/A 27 95 78
7421
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7422
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 54 66 70 N/A 24 87 91
7423
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 54 72 41 38 95 98
7424
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7425
nicholasrubright
MCPatterns Claim 1
An MCP server that enables users to store and retrieve personalized coding patt…
B 70 54 79 50 N/A 28 90 94
7426
Ansvar-Systems
polish-law-mcp Claim
Polish legislation via MCP — full-text search across statutes and provisions
B 70 55 90 33 N/A 49 82 93
7427
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
7428
zhongmingyuan
mcp-my-mac Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 55 54 74 N/A 36 95 84
7429
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7430
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7431
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7432
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7433
dbono711
Enables AI-powered network automation through natural language interactions wit…
B 70 55 78 43 47 81 100
7434
guocong-bincai
Apifox MCP Pro Claim 1
Provides basic diagnostic and information tools for Apifox API management platf…
B 70 55 84 60 26 80 86
7435
cs97jjm3
Provides UK-centric date calculations including bank holiday integration, sprin…
B 70 55 78 57 24 81 98
7436
coseto6125
Enables price comparison across 7 major Taiwanese e-commerce platforms (momo, P…
B 70 55 66 47 67 83 91
7437
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7438
GeLi2001
TFT MCP Server Claim
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
B 70 55 78 67 23 81 89
7439
tensorus
Tensorus MCP Claim
Model Context Protocol server and client that enables AI agents and LLMs to int…
B 70 66 60 63 82 42 81 86
7440
databridge-int
Internal data access API. Tools: get_users (user list with API keys), read_conf…
B 70 66 64 66 84 22 81 93
7441
SajinMohamedPe
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
B 70 55 72 61 25 81 100
7442
sleepysoong
Provides real-time stock price information from Yahoo Finance API for global ma…
B 70 55 78 100 24 81 48
7443
Iceeeeec
MCP MySQL Server Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 55 78 58 39 81 86
7444
LucaDeLeo
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
B 70 55 66 77 24 81 94
7445
abhinv98
Enables AI agents to query, explore, and analyze PostgreSQL databases through t…
B 70 55 78 62 21 81 94
7446
mohsin-zaheer
n8n-MCP Claim 1
An MCP server that provides AI assistants with access to documentation, schemas…
B 70 55 69 46 62 80 96
7447
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7448
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7449
NZ99
Mochi MCP Server Claim
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
B 70 55 60 72 32 80 100
7450
surisoft-io
CAPI Gateway Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
B 70 54 80 37 N/A 65 75 96
Showing 7401–7450 of 47403 servers
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