MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11801
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 54 62 22 N/A 50 87 94
11802
anandkumarpatel
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
C 62 55 48 65 22 81 86
11803
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 55 57 50 25 80 93
11804
Roland0511
A Model Context Protocol server that enables AI assistants to interact with Fei…
C 62 55 47 41 66 81 82
11805
msageryd
mcp-macos-utils Claim 2
An MCP server that enables AI assistants to send native macOS notifications wit…
C 62 55 63 83 N/A 21 89 36
11806
BQ31X
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 60 42 24 81 96
11807
mitchhankins01
oura-ring-mcp Claim
Connects your Oura Ring to AI assistants like Claude, providing human-readable …
C 62 64 90 67 0 40 75 94
11808
BACH-AI-Tools
Provides a comprehensive suite of utility tools for string manipulation, mathem…
C 62 55 50 55 45 80 77
11809
Ansvar-Systems
lithuanian-law-mcp Claim
Lithuanian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 91
11810
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 55 60 53 39 80 74
11811
MarijanMiletic
Provides AI assistants with direct access to Salesforce Revenue Cloud data and …
C 62 55 66 42 25 81 91
11812
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11813
showtimez
A Cloudflare Workers-based remote Model Context Protocol server that operates w…
C 62 55 48 66 26 84 82
11814
FuzzyCZX
A Model Context Protocol server implementation that enables real-time data comm…
C 62 54 45 62 N/A 19 95 84
11815
amyfan7
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
C 62 54 50 47 N/A 26 95 90
11816
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
11817
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11818
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
11819
sssjiang
PubChem MCP Server Claim
Extracts basic chemical information and drug data from the PubChem API. It enab…
C 62 55 54 82 28 81 57
11820
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
11821
PJ-TST-238819
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 62 55 56 58 10 81 95
11822
huang-sh
SCMCP Claim 2
An MCP server that enables single-cell RNA sequencing analysis through natural …
C 62 55 77 51 59 83 36
11823
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
11824
nic01asFr
Grist MCP Server Claim 1
An MCP server for interacting with the Grist API, enabling language models to m…
C 62 66 69 68 0 73 81 88
11825
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
11826
namedotcom
Enables AI assistants to perform comprehensive domain management tasks through …
C 62 66 78 68 0 65 81 85
11827
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11828
Mats2208
MCP-Packet-Tracer Claim 1
AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and dep…
C 62 54 45 53 N/A 27 90 91
11829
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
C 62 55 59 33 49 76 96
11830
self-tech-labs
Provides access to Swiss legal commentaries through Model Context Protocol, all…
C 62 55 84 61 25 82 43
11831
mindfullabai
Integrates the YearAtAGlance calendar with AI assistants to manage events, cate…
C 62 66 90 62 0 31 81 100
11832
nicavcrm
A Model Context Protocol server that provides structured workflow tools for man…
C 62 55 63 82 N/A 28 90 34
11833
jlgrimes
A Model Context Protocol server that allows Claude to search and display Pokemo…
C 62 55 53 100 27 80 37
11834
allesklardy
Remote MCP Server for listing and getting the menus of the official mensas in m…
C 62 55 48 62 44 82 72
11835
jackdlogan
axie-mcp Claim 1
Provides comprehensive access to Axie Infinity data, including detailed Axie st…
C 62 55 78 0 51 83 98
11836
ikhyunAn
Enables users to create, manage, and analyze investment portfolios with real-ti…
C 62 55 72 36 22 80 91
11837
bmbouter
mcp-dropbox-sign Claim 2
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
C 62 55 51 37 46 82 97
11838
HyperClockUp
An MCP server providing robust browser automation tools for AI assistants, incl…
C 62 54 27 53 N/A 51 90 94
11839
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
11840
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 67 21 81 84
11841
SzeMeng76
MCP Time Server Claim
Provides time zone management utilities including retrieving current time in an…
C 62 55 48 57 38 83 84
11842
ErikNguyen20
ScholarScope MCP Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 55 54 38 43 81 95
11843
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 55 66 33 41 80 87
11844
fengyucn
Provides comprehensive weather data including forecasts, air quality, weather a…
C 62 55 48 48 64 81 75
11845
JeongJaeSoon
MCP Server Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
C 62 55 48 63 23 82 88
11846
sirlordt
Execute commands in visible VSCode terminal tabs with output capture and sessio…
C 62 54 72 0 N/A 55 87 98
11847
coleam00
MCP-Mem0 Claim 1
A Model Context Protocol server that provides AI agents with persistent memory …
C 62 55 57 32 46 81 95
11848
YongpengFu
Enables execution of shell commands through a terminal tool with working direct…
C 62 55 74 33 24 81 92
11849
dolphinsboy
Test FastMCP Claim
A basic MCP server built with the FastMCP framework that provides fundamental m…
C 62 54 54 35 N/A 21 95 100
11850
JooseokKim-DL
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
C 62 54 72 53 N/A 27 90 57
Showing 11801–11850 of 50330 servers
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