MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9751
nextDriveIoE
A Model Context Protocol server that enables integration with GitHub Actions, a…
C 66 55 63 100 23 81 44
9752
boristopalov
Spotify MCP Server Claim 1
Connects Claude with Spotify, enabling playback control, search functionality, …
C 66 54 78 36 N/A 23 95 88
9753
banned104
Provides AI assistants with direct access to the complete Godot Engine document…
C 66 54 54 40 N/A 45 92 99
9754
AnkitDigitalsherpa
Echo Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 54 48 62 N/A 20 95 100
9755
guoling2008
what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) serv…
C 66 55 72 42 60 74 84
9756
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
9757
v9rt3x
CS2 RCON MCP Server Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 55 61 41 48 81 100
9758
henningziech
An MCP server that enables Claude to learn from user corrections by recording t…
C 66 54 57 56 N/A 35 90 90
9759
FutureUnreal
mcp-pdf2md Claim
PDF to Markdown conversion tool
C 66 54 62 41 N/A 44 90 94
9760
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
9761
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
9762
code-massel
Integrates with the Nextcloud Cookbook app API to enable AI assistants to manag…
C 66 55 78 32 39 76 99
9763
kukapay
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers…
C 66 55 51 63 40 81 95
9764
JeongSuKwak
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
C 66 54 66 72 N/A 32 90 59
9765
lingvanex-mt
Enables text translation between different languages using the Lingvanex Transl…
C 66 55 48 68 29 81 100
9766
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
9767
cyberbalsa
A Model Context Protocol server that enables querying and analyzing Wazuh secur…
C 66 55 57 100 22 81 53
9768
volticscontent
Enables interaction with multiple Shopify stores simultaneously through the Sto…
C 66 55 60 60 29 82 90
9769
BACH-AI-Tools
Enables users to access the Realty In Ca1 API to search for residential and com…
C 66 55 56 100 45 81 38
9770
Abdullah007bajwa
Excalidraw MCP Server Claim 1
A Model Context Protocol server that enables LLMs to create, modify and manipul…
C 66 55 63 62 19 81 96
9771
phsphd
A Model Context Protocol server that provides Claude with access to AI-powered …
C 66 55 65 63 16 81 95
9772
Marcussy34
Enables AI assistants to semantically search through indexed documentation webs…
C 66 54 78 30 N/A 27 91 94
9773
delian-research
brain-mcp Claim 1
An MCP server for managing Obsidian-style note vaults, providing tools for full…
C 66 54 53 62 N/A 30 90 90
9774
IONIS-AI
ionis-mcp Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
C 66 54 72 28 N/A 38 95 91
9775
Hroerkr
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
C 66 54 68 32 N/A 34 90 100
9776
suthio
An MCP server that enhances Brave Search results by using Puppeteer to extract …
C 66 55 69 58 21 81 91
9777
intounknown
MCP-Bocha Claim 1
A Model Context Protocol server that enables AI assistants to search the web us…
C 66 55 51 60 41 81 94
9778
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
9779
lingki1
An MCP server that allows AI models to securely access and manage WeChat Cloud-…
C 66 55 57 73 24 76 93
9780
shengchao73
Meme MCP Server Claim 2
A Model Context Protocol server for managing, searching, and retrieving local m…
C 66 54 65 56 N/A 42 90 71
9781
maoxiaoke
A Node.js server that provides advanced video and image processing capabilities…
C 66 55 60 100 N/A 22 95 38
9782
pacuare
Enables executing SQL queries against the Pacuare database with secure API toke…
C 66 55 62 68 33 81 77
9783
ralacher
An MCP server that enables connection to Microsoft SQL Server databases, provid…
C 66 55 73 33 43 81 100
9784
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 64 82 65 0 80 95 84
9785
ffpy
Enables AI assistants to review GitLab merge requests by fetching changes, anal…
C 66 55 66 43 42 81 95
9786
pranavms13
Web Search MCP Claim
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
C 66 54 64 33 N/A 44 95 93
9787
devstacks-software-engineering
ID Generator MCP Claim
Provides AI assistants with capabilities to generate collision-resistant unique…
C 66 55 66 82 N/A 44 95 33
9788
mayank-ketkar-sf
ML Jupyter MCP Claim
Execute Python code with persistent state across Claude conversations using a b…
C 66 54 78 28 N/A 21 95 100
9789
rftsngl
Provide users with random advice through a simple and accessible API. Integrate…
C 66 54 74 27 N/A 31 92 100
9790
hedera-dev
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
C 66 55 72 56 19 80 89
9791
mcfredrick
tenkai-mcp Claim
Search Tenkai Daily AI news for open-source releases, papers, and tools. Update…
C 66 54 48 61 N/A 24 92 98
9792
anshulbehl
AAP MCP Server Claim
Enables comprehensive management of Ansible Automation Platform Controller and …
C 66 55 72 66 18 80 82
9793
quintonwall
fast-pyairbyte Claim
fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connec…
C 66 54 78 38 N/A 23 95 83
9794
imjac0b
Iconify MCP Server Claim
Provides access to over 200,000 open-source vector icons from more than 200 ico…
C 66 55 62 51 42 81 94
9795
jmtanguy
Provides access to official French legal databases (Légifrance and JudiLibre) f…
C 66 55 66 46 46 81 88
9796
PetrefiedThunder
mcp-census Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 55 54 63 32 82 93
9797
leopeng1995
ArXiv MCP Server Claim
A bridge between AI assistants and ArXiv's research repository that enables sea…
C 66 55 74 50 40 74 87
9798
kentcdodds
Enables interactive calculator widget functionality within AI chat interfaces, …
C 66 55 60 56 36 81 92
9799
gangejsun
ChillMCP Claim
Enables AI agents to take breaks and manage stress levels through 8 different b…
C 66 54 82 28 N/A 19 95 97
9800
hummingbot
mcp Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
C 66 54 78 22 N/A 71 81 84
Showing 9751–9800 of 30006 servers
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