MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9651
SamuelMoraesF
mcp-nfse-nacional Claim 2
MCP Server para consulta de NFSe no portal nacional (nfse.gov.br)
C 67 55 60 100 N/A 44 77 42
9652
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 55 84 82 N/A 20 92 35
9653
yuzuponikemi
Enables completely offline Wikipedia search through locally-indexed content usi…
C 67 54 78 28 N/A 33 95 93
9654
jmhron
FastMail MCP Server Claim 2
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
C 67 55 57 66 36 80 91
9655
youdotcom-oss
dx-toolkit Claim 1
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
C 67 64 71 90 0 55 95 90
9656
Naunau75
Spotify MCP Server Claim
Connects Claude with Spotify to control playback, search music, get track infor…
C 67 55 66 67 23 81 89
9657
aeiyannn
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
C 67 54 54 56 38 87 100
9658
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9659
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 55 63 68 21 80 95
9660
jayozer
Outscraper MCP Server Claim 1
A Model Context Protocol server that provides access to Outscraper's data extra…
C 67 55 65 51 49 81 90
9661
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9662
AgentWong
A Python-based server that implements the Model Context Protocol to interface w…
C 67 55 96 62 36 81 42
9663
Alex-ChanHC
RAG MCP Server Claim 1
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
C 67 55 63 61 21 81 100
9664
JoshuaRileyDev
An MCP server to list and launch applications on MacOS
C 67 54 65 57 N/A 20 82 100
9665
elchika-inc
Enables Claude to fetch, parse, and manage RSS/Atom feeds through the Model Con…
C 67 55 94 62 18 80 59
9666
yangkyeongmo
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
C 67 54 72 22 N/A 74 90 85
9667
chapirousIA
PJE MCP Server Claim 1
A Model Context Protocol server that enables integration with the Brazilian PJE…
C 67 55 57 63 45 81 89
9668
timbuchinger
GitHub MCP Server Claim 1
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
C 67 55 78 38 39 81 92
9669
ksavchyn
Enables interaction with Databricks workspaces using On-Behalf-Of authenticatio…
C 67 55 80 43 21 82 100
9670
Sogrey
SQLite MCP Server Claim
A universal SQLite database management tool that enables SQL query execution th…
C 67 54 60 40 N/A 37 95 100
9671 C 67 55 85 32 N/A 51 78 88
9672
DurkDiggler
Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra …
C 67 55 60 65 26 81 98
9673
danjam
MCP LaunchBox Claim 1
An MCP server that enables AI assistants to search and query your LaunchBox gam…
C 67 54 63 32 N/A 47 95 96
9674
zomma-dev
QuantContext Claim
Turns plain-English strategy descriptions into executable quant research: scree…
C 67 64 90 70 0 56 95 88
9675
Luzgan
time-complexity-mcp Claim 1
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
C 67 55 51 58 54 76 98
9676
bgheneti
Amazing-Marvin-MCP Claim
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
C 67 55 76 43 N/A 35 81 91
9677
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9678
shunkus
Enables management of TickTick tasks and projects through the Model Context Pro…
C 67 55 54 68 24 82 99
9679
matiasbattocchia
google-mcp Claim
Streamable HTTP MCP server for Google Calendar and Sheets with OAuth login.
C 67 66 100 72 0 47 81 100
9680
Govind-git-123
A Model Context Protocol (MCP) server that provides joke-fetching capabilities,…
C 67 55 48 55 52 82 100
9681
6
A Model Context Protocol server that allows interaction with the RubyGems.org A…
C 67 55 69 57 23 81 94
9682
robobobby
mcp-danish-energy Claim 1
Provides access to Danish energy data from Energinet, including real-time elect…
C 67 55 66 56 30 82 92
9683
suhitanantula
Implements the Lines-Loops-Vibes creativity operating system with tools for bui…
C 67 55 76 91 43 81 29
9684
fluxinc
DICOM MCP Server Claim 1
A connectivity testing server that enables DICOM network operations (like C-ECH…
C 67 54 78 30 N/A 35 95 91
9685
phuihock
TA-Lib MCP Server Claim
Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Band…
C 67 55 90 74 30 81 42
9686
6551Team
OpenNews MCP Claim
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
C 67 55 60 46 57 78 96
9687
seohyunjun
OpenSearch MCP Server Claim 2
A Model Context Protocol server implementation that enables natural language in…
C 67 55 73 37 46 78 100
9688
He110te4m
A feature-complete TypeScript project template for rapidly developing Model Con…
C 67 55 72 82 N/A 25 95 46
9689
Petah
Provides programmatic access to GameMaker Language (GML) documentation through …
C 67 55 84 75 29 81 50
9690
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9691
BACH-AI-Tools
Enables developers to generate beautiful, modern UI components through natural …
C 67 55 68 60 34 81 83
9692
AgiMaulana
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
C 67 54 60 45 N/A 50 85 98
9693
GarethCott
A Model Context Protocol server providing both read and write access to Postgre…
C 67 55 69 53 32 81 94
9694
hungryweb
CS-Cart MCP Server Claim 1
A Model Context Protocol server that provides comprehensive tools for managing …
C 67 55 63 100 N/A 20 95 40
9695
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9696
kongyo2
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
C 67 55 60 100 43 81 40
9697
java-jaydev
kiwoom-mcp Claim 1
A Model Context Protocol server that wraps the Kiwoom Securities REST API to pr…
C 67 54 45 66 N/A 61 89 79
9698
itripleg
An AI-powered financial officer that makes autonomous trading decisions, provid…
C 67 55 96 31 29 76 93
9699
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9700
asusevski
Model Context Protocol server that enables LLMs and AI assistants to retrieve r…
C 67 55 60 48 42 83 99
Showing 9651–9700 of 57597 servers
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