MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22501
slamer59
Analyzes Python code and provides guided refactoring suggestions without automa…
C 64 44 72 28 N/A 67 86
22502
electrocucaracha
MCP OpenAPI Proxy Claim
A tool that accelerates MCP protocol adoption by automatically generating MCP-c…
C 64 44 86 45 30 81
22503
mgwalkerjr95
Enables AI agents to manage H-E-B grocery shopping tasks including product sear…
C 64 43 49 40 N/A 81 95
22504
AUTHENSOR
Policy enforcement gateway for MCP tool calls, evaluating every tool invocation…
C 64 44 78 41 52 80
22505
CDataSoftware
CSV File MCP Server by CData
C 64 33 58 N/A N/A 34 95
22506
jdh747
Todoist MCP Claim
Connects LLMs to Todoist for comprehensive task and project management, enablin…
C 64 44 68 60 42 81
22507
briansbrian
wlater MCP Server Claim
Provides secure, read-only access to Google Keep notes and lists, enabling AI a…
C 64 43 76 43 N/A 42 88
22508
INSIDE-HAIR
Enables comprehensive Google Meet and Calendar management through Google Calend…
C 64 44 84 46 31 80
22509
vespo92
Provides AI assistants with complete access to the Mindbody API for fitness and…
C 64 44 64 31 85 81
22510
locupleto
An MCP server that provides access to a SQLite database for analyzing trading s…
C 64 43 85 45 N/A 24 87
22511
rkirkendall
A Model Context Protocol server that enables natural language commands to manag…
C 64 44 63 61 45 81
22512
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22513
easyonthesauce
An MCP server that provides LLM-controlled kiosk display tools for family manag…
C 64 33 57 N/A N/A 35 95
22514
CDataSoftware
This read-only MCP Server allows you to connect to Salesforce Einstein data fro…
C 64 33 58 N/A N/A 33 95
22515
pictify-io
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
C 64 44 60 77 30 81
22516
SynkraAI
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
C 64 33 54 N/A N/A 40 95
22517
ampcome-mcps
MCP Linear Claim 1
A Model Context Protocol server that enables AI assistants to interact with Lin…
C 64 44 63 63 47 81
22518
theYahia
planfix-mcp Claim 1
MCP server for Planfix API enabling task, project, contact, and comment managem…
C 64 33 55 53 83
22519
Ydy4HYW7ExA
Claude Habitat Claim 1
An MCP server that provides persistent project context, workflow management, an…
C 64 43 63 57 N/A 38 92
22520
rohitsoni007
mcp-gearbox-cli Claim
💫 MCP CLI to help you get started with MCP servers faster
C 64 43 54 37 N/A 73 95
22521
eunomia-bpf
schedcp Claim 1
MCP Server for Linux Scheduler Management and Auto optimization
C 64 43 49 53 N/A 61 95 C
22522
CDataSoftware
This read-only MCP Server allows you to connect to RSS data from Claude Desktop…
C 64 33 58 N/A N/A 33 95
22523
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
C 64 33 60 N/A N/A 31 95
22524
munch-group
GitHub CLI MCP Server Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 43 71 47 N/A 39 90
22525
shlomico-tr
Provides Model Context Protocol tools for interacting with eToro's public API e…
C 64 44 72 70 19 80
22526
CDataSoftware
Box MCP Server by CData
C 64 33 58 N/A N/A 34 95
22527
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22528
CDataSoftware
Google Cloud Storage MCP Server by CData
C 64 33 58 N/A N/A 34 95
22529
amelia-mc
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
C 64 43 81 36 N/A 37 90
22530
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22531
dividor
hdx Claim
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
C 64 44 60 60 50 85
22532
theYahia
MCP server that provides 31 tools for the DaData API, enabling address autocomp…
C 64 33 51 N/A N/A 60 83
22533
CDataSoftware
Kintone MCP Server by CData
C 64 33 58 N/A N/A 34 95
22534
mcp-wp
mcp-server Claim
MCP server implementation using the WordPress REST API
C 64 33 50 N/A N/A 46 95
22535
CDataSoftware
This read-only MCP Server allows you to connect to Dropbox data from Claude Des…
C 64 33 58 N/A N/A 33 95
22536
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22537
theYahia
delovye-linii-mcp Claim 1
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation,…
C 64 33 51 N/A N/A 62 83
22538
DocMinus
DECIMER MCP Server Claim 1
MCP server for DECIMER image-to-SMILES chemical structure recognition
C 64 33 45 N/A N/A 53 95
22539
CDataSoftware
PostgreSQL MCP Server by CData
C 64 33 58 N/A N/A 34 95
22540
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22541
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22542
CDataSoftware
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
C 64 33 58 N/A N/A 33 95
22543
CDataSoftware
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
C 64 33 58 N/A N/A 33 95
22544
veggiemonk
backlog Claim
Help coding agents and developers to keep track of a project's backlog by stori…
C 64 43 60 33 N/A 75 92
22545
fr1sk
tmux-mcp Claim 1
MCP server for tmux — browse sessions, capture output, send commands.
C 64 33 39 N/A N/A 63 95
22546
dunialabs
Peta Core Claim
A production-ready MCP gateway and control plane that provides credential vault…
C 64 43 54 46 64 95
22547
CDataSoftware
Parquet MCP Server by CData
C 64 33 58 N/A N/A 34 95
22548
SeunghoHong
quick-reminder-mcp Claim 1
Enables users to add tasks to Apple Reminders through natural language commands…
C 64 33 60 N/A N/A 30 95
22549
yangfch3
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
C 64 33 48 N/A N/A 51 95
22550
subomi
Convoy MCP Server Claim
Enables interaction with Convoy's webhooks proxy API for managing and monitorin…
C 64 44 48 71 57 81
Showing 22501–22550 of 48680 servers
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