MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6651
pamosima
Docker-based MCP server suite for AIOps - Cisco Meraki, Catalyst Center, IOS XE…
B 71 54 84 41 N/A 43 89 92
6652
labarilem
brainfaq-mcp Claim 1
MCP server for the BrainFuck programming language
B 71 54 59 61 N/A 52 91 93
6653
ongjin
K8s Doctor MCP Claim 1
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
B 71 55 66 61 49 82 96
6654
Skywalker-Harrison
A simple MCP server implementing a note storage system with one tool to add not…
B 71 54 78 57 N/A 20 90 98
6655
argotdev
NHL MCP Server Claim
Provides access to live NHL game data, player and team statistics, standings, s…
B 71 55 84 100 24 81 45
6656
reidar80
Enables comprehensive access to the Norwegian Business Registry API for queryin…
B 71 55 78 91 40 81 51
6657
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
6658
geon0078
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
B 71 55 80 72 29 81 80
6659
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
6660
AIWerk
MCP Catalog Claim
A searchable directory of MCP server recipes that enables AI agents to discover…
B 71 55 76 66 53 82 70
6661
KasarLabs
Cairo Coder Claim
The most powerful open-source Cairo code generator.
B 71 55 78 68 28 81 91
6662
amxkifir
Provides comprehensive access to Blue Archive game data including students, equ…
B 71 55 88 82 27 82 58
6663
oregpt
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
B 71 55 78 75 22 81 83
6664
mark3labs
phalcon-mcp Claim
phalcon-mcp
B 71 55 78 38 64 80 95
6665
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
6666
Raroford32
debank-mcp-server Claim
B 71 54 78 48 N/A 43 90 91
6667
technophile-04
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
B 71 55 60 72 44 81 97
6668
jahfer
DAV MCP Server Claim 1
A Model Context Protocol server that allows users to interact with their CalDAV…
B 71 55 63 72 41 81 94
6669
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 54 72 67 N/A 32 83 94
6670
IliaLarchenko
robot_MCP Claim
A simple MCP server for the SO-ARM100 control
B 71 54 80 33 N/A 58 90 94
6671
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
6672
hachecito
Odoo MCP Improved Claim
A comprehensive implementation of the Model Context Protocol for Odoo ERP syste…
B 71 55 72 66 49 81 82
6673
mcandiav
Qdrant MCP Server Claim
Enables storing and retrieving information using semantic search with Qdrant ve…
B 71 55 72 60 48 81 91
6674
devqxi
Pub.dev MCP Server Claim
Enables AI assistants to search, analyze, and retrieve detailed information abo…
B 71 55 88 75 57 81 43
6675
emit-ia
Enables extraction and processing of YouTube video transcripts from individual …
B 71 55 78 58 26 82 100
6676
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
6677
Hexpy-Games
Enables AI services like Claude and Cursor to remotely control a Mac by executi…
B 71 55 84 43 59 76 90
6678
vishnumouli
Enables searching for keywords in files with support for case-sensitive/insensi…
B 71 54 78 57 N/A 24 90 94
6679
liiklin
A Model Context Protocol server that enables AI assistants like Cursor to direc…
B 71 55 65 100 47 81 51
6680
GenAIwithMS
Twitter MCP Server Claim
Enables seamless interaction with Twitter/X platform through Claude AI, allowin…
B 71 55 66 56 61 81 95
6681
PawelWaj
Backstage MCP Server Claim 1
Provides comprehensive Backstage framework knowledge and development assistance…
B 71 55 84 58 23 80 97
6682
AI-FE
Dify MCP Server Claim 2
Integrates Dify AI API to provide code generation for Ant Design components, su…
B 71 55 80 65 22 82 91
6683
aamar-shahzad
MCP Screenshot Server Claim 1
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
B 71 55 72 58 53 80 92
6684
azumausu
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
B 71 54 66 63 N/A 43 95 83
6685
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 55 72 72 39 78 87
6686
matthiashuebner
Enables integration with Xentral ERP system through a Model Context Protocol se…
B 71 55 78 72 21 81 90
6687
OV-MapRoom
Dropbox MCP Server Claim 1
A local MCP server that enables Claude to manage Dropbox accounts through tools…
B 71 44 54 N/A N/A 30 95 99
6688
onebirdrocks
ebook-mcp Claim 1
Enables natural language interaction with e-books, extracting metadata, table o…
B 71 54 69 31 N/A 62 95 99
6689
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
6690
FRESHSK
MCP Outlook Server Claim
Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…
B 71 55 66 70 30 81 100
6691
sungmin-koo-ai
Enables Claude Desktop users to generate and edit high-quality images using Goo…
B 71 54 62 46 N/A 53 95 99
6692
intelligent-ears
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
B 71 55 90 83 N/A 25 90 46
6693
amotivv
Save, search, and format memories with semantic understanding. Enhance your mem…
B 71 64 100 73 0 70 95 88
6694
nimishgautam
Basic MCP Claim
A simple MCP server built with FastMCP for experimentation and learning purpose…
B 71 54 62 60 N/A 36 90 100
6695
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6696
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 55 72 75 18 80 98
6697
7gugu
ZIP-MCP Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 55 78 82 N/A 49 90 44
6698
datastrato
A FastMCP integration server that provides access to Apache Gravitino metadata …
B 71 55 68 60 44 81 100
6699
yshalsager
4get MCP Server Claim
Enables web, image, and news search through the 4get Meta Search engine API. Fe…
B 71 55 70 47 70 81 91
6700 B 71 54 66 48 N/A 55 92 94
Showing 6651–6700 of 67197 servers
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