MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13251
MBratkowski
Koleo MCP Server Claim 1
An MCP server that provides access to the Koleo API for Polish train timetables…
C 58 55 45 42 30 80 93
13252
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 54 48 37 N/A 25 95 83
13253
yvain13
Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…
C 58 54 56 33 N/A 16 95 85
13254
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13255
pdogra1299
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
C 58 66 78 63 0 33 81 88
13256
SYNTAAI
Enables AI assistants to perform real-time SAP security audits and risk assessm…
C 58 55 66 10 43 80 93
13257
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13258
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13259
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13260
nikhilcherry
Provides comprehensive financial data and insights for companies listed on BSE …
C 58 66 70 66 0 27 81 100
13261
logesh-001
Enables direct execution of PostgreSQL queries through the Model Context Protoc…
C 58 55 66 25 21 81 91
13262
xiaobenyang-com
whois-mcp Claim
A WHOIS domain name query server based on Model Context Protocol (MCP), support…
C 58 64 72 65 0 45 95 66
13263
chenm1xuexi
Feifei Proxy MCP Claim
A service that converts existing MCP protocols (stdio/sse) to streamable\_http …
C 58 54 60 31 N/A 26 95 70
13264
Narasimhaponnada
mermaid-mcp Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
C 58 66 84 58 0 23 80 96
13265
felores
Airtable MCP Server Claim 2
A Model Context Protocol server that provides tools for programmatically managi…
C 58 66 79 60 0 32 81 94
13266
TheTailorRetailored
LaTeX MCP Server Claim
A server that enables compilation of LaTeX documents to PDF and management of r…
C 58 55 66 33 18 80 86
13267
brianstone
Jira MCP Server Claim 1
An MCP server that enables communication with Jira, allowing users to perform o…
C 58 66 63 70 0 44 81 93
13268
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 54 54 17 N/A 21 95 100
13269
fencith
Provides AI assistants with access to the OpenViking knowledge base for semanti…
C 58 54 58 31 N/A 25 90 82
13270
BACH-AI-Tools
Ioc Search MCP Server Claim 1
Enables comprehensive threat analysis for Indicators of Compromise (IoCs) inclu…
C 58 55 54 60 45 78 48
13271
haripriyagullipalli
Provides real-time TBC Bank development standards compliance checking and code …
C 58 55 48 36 26 81 100
13272
Rish-it
NotesY Claim
A Claude MCP integration that allows seamless interaction with Apple Notes thro…
C 58 55 54 82 N/A 20 95 23
13273
rhuanca
Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…
C 58 54 42 31 N/A 27 95 92
13274
Believe-SA
DataDog MCP Server Claim
Enables AI assistants to interact with DataDog's observability platform through…
C 58 55 70 42 38 81 52
13275
kickflow
Enables interaction with the kickflow workflow management API through MCP, supp…
C 58 66 50 65 0 80 80 87
13276
laptou
An MCP server that provides AI tools with access to Rust documentation from doc…
C 58 55 39 60 23 80 83
13277
Pakvothe
i1n Claim
Agent-complete localization: extract strings, push keys, AI-translate, pull typ…
C 58 55 66 0 N/A 50 81 99
13278
heojay
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
C 58 54 30 51 N/A 19 94 95
13279
2716025420
Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports gener…
C 58 55 48 46 40 81 74
13280
a-ddollar-cs
An educational example demonstrating how to build MCP servers in Python using F…
C 58 54 48 22 N/A 29 95 98
13281
lethain
Systems MCP Claim 1
An MCP server that allows users to run and visualize systems models using the l…
C 58 54 37 30 N/A 47 90 90
13282
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
13283
EasonC13-agent
Sui MCP Server Claim 2
An MCP server providing tools for Sui blockchain interaction, including wallet …
C 58 55 39 50 30 71 99
13284
ramaiyaKushal
AVA MCP Server Claim
A custom MCP server that provides AI applications with access to an Artificial …
C 58 55 50 22 43 81 97
13285
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 66 69 70 0 30 81 93
13286
NexorAgent
SENTRA MCP Claim
A minimal FastAPI-based MCP server that provides basic utility tools like ping …
C 58 55 56 17 37 81 100
13287
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13288
shwetalsoni
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
C 58 54 48 33 N/A 21 95 89
13289
EscasanN
Enables interaction with live Pokémon data through PokeAPI, providing comprehen…
C 58 55 72 65 23 81 35
13290
suraj2906
An MCP server that provides real-time weather alerts, forecasts, stock market d…
C 58 55 57 25 21 81 100
13291
pratham-svg
A Model Context Protocol server that requires user authentication via Auth0 bef…
C 58 55 33 68 18 81 88
13292
thijssmudde
AgentReacher Claim 1
Connect your AI to social media. Open-source platform for AI agents.
C 58 55 64 0 79 81 75
13293
Nathansnmmer
Enables AI image generation through LiblibAI API with natural language prompts.…
C 58 55 50 46 16 81 90
13294
arunlakshmikabilan1982
Shopify MCP Server Claim
Enables management of Shopify orders through the Admin REST API, allowing users…
C 58 66 72 68 0 25 81 94
13295
taciturnaxolotl
traverse Claim
Enables AI models to generate interactive, clickable code walkthrough diagrams …
C 58 66 78 57 0 46 80 85
13296
OptLTD
MCP PDF Server Claim
Provides tools for extracting text, performing OCR on scanned documents, and re…
C 58 54 42 32 N/A 23 92 98
13297
hedera-dev
A Model Context Protocol server that enables interactions with the Hedera netwo…
C 58 55 39 52 25 71 100
13298
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13299
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13300
clipsense
Enables AI-powered analysis of mobile app bug videos through screen recordings.…
C 58 66 90 56 0 26 81 90
Showing 13251–13300 of 67226 servers
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