MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 54 33 33 N/A 18 95 93
13952
QAInsights
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
C 55 64 82 33 0 37 95 79
13953
aaronsb
Jira Insights MCP Claim 1
An MCP server that allows management of Jira Insights (JSM) asset schemas, enab…
C 55 66 85 43 0 33 76 90
13954
filearchitect
Blank Files MCP Claim 1
MCP server for listing and retrieving minimal valid blank files from blankfiles…
C 55 64 51 56 0 37 95 94
13955
jdanas
Provides tools to search and retrieve Unsloth AI documentation, including quick…
C 55 55 48 28 16 81 100
13956
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
13957
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 54 66 0 N/A 29 82 95
13958
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
13959
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
13960
ecovacs-ai
Ecovacs MCP Server Claim
A control server that enables AI assistants to interact with Ecovacs robot vacu…
C 55 66 54 65 0 36 81 94
13961
cdryampi
A Python server implementing the Model Context Protocol that exposes tools for …
C 55 55 42 38 21 81 92
13962
Liu-creators
MySQL MCP Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 55 54 33 20 81 79
13963
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 54 33 38 N/A 19 91 92
13964
bimgeek
Speckle MCP Server Claim
A bridge between Speckle's API and client applications that enables users to li…
C 55 55 42 37 25 81 90
13965
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13966
ReNewator
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
C 55 66 96 38 0 21 81 82
13967
pythagraph
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
C 55 66 66 62 0 25 81 95
13968
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
13969
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
13970
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
13971
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
13972
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
13973
peterjohnbeck
An MCP server that enables retrieval of historical weather data (temperature, p…
C 55 55 41 30 33 81 91
13974
emmamannan
AI Sticky Notes Claim
Enables AI agents to create, read, and summarize sticky notes stored in a local…
C 55 54 38 15 N/A 29 95 100
13975
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 66 71 26 0 66 81 95
13976
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
13977
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
13978
arunrajece
Provides Google Maps functionality through Cloud Run, enabling route calculatio…
C 55 66 86 48 0 18 81 91
13979
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
13980
Mrbaeksang
Provides comprehensive Korean stock market analysis using investment strategies…
C 55 66 90 51 0 47 81 55
13981
Kanta-Inc
Enables the management of document requests through the DocDocDoc API, allowing…
C 55 66 76 52 0 25 81 93
13982
jk7g14
Gemini Image MCP Claim 1
Enables image generation and multi-turn editing sessions using the Gemini API w…
C 55 55 48 57 32 80 54
13983
Ansvar-Systems
us-law-mcp Claim
US federal and state cybersecurity/privacy law MCP server with cross-state comp…
C 55 66 67 41 0 57 81 92
13984
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
13985
BalajSaleem
criterion Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
C 55 66 51 75 0 28 81 97
13986
meanands
A natural language interface that allows Claude to execute SQL queries on your …
C 55 54 48 36 N/A 12 77 94
13987
Dbuzek
Anonymix MCP Claim
Provides local anonymization of Czech legal documents by replacing sensitive en…
C 55 54 60 0 N/A 27 91 94
13988
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
13989
bug-breeder
quip-mcp Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
C 55 66 70 32 0 67 81 92
13990
jethroHuang
Fetch API MCP Server Claim 1
A Model Context Protocol server that enables sending customizable HTTP requests…
C 55 55 45 82 N/A 23 95 18
13991
cantian-ai
bazi-mcp Claim
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analy…
C 55 66 62 55 0 57 83 76
13992
Saunved
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
C 55 55 51 70 N/A 30 80 35
13993
Nikh7l
PuchAI MCP Starter Claim
A starter template for creating Model Context Protocol servers that work with P…
C 55 66 62 50 0 42 81 97
13994
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
13995
jeweis
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
C 55 55 42 22 30 81 100
13996
devbrother2024
image-generator
C 55 54 60 41 N/A 6 87 70
13997
Guid-Lab
cv-forge-mcp Claim 1
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
C 55 64 57 31 0 72 95 91
13998
crebish
MCP Server Claim
A remote Model Context Protocol server that enables AI assistants to interact w…
C 55 66 86 36 0 27 81 98
13999
hkchao
findtime MCP Server Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 55 75 0 N/A 40 69 90
14000
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
Showing 13951–14000 of 33842 servers
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