MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22551
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
22552
neuromechanist
matlab-mcp-tools Claim
An MCP to develop MATLAB pipelines section by section and read figures one dime…
C 64 43 72 26 N/A 69 89
22553
yangfch3
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
C 64 33 48 N/A N/A 51 95
22554
ai-debugger-inc
AI Debugger Claim 1
Bringing the debugging we know and love as human programmers to our AI agents –…
C 64 43 60 32 N/A 76 94
22555
CDataSoftware
Sybase IQ MCP Server by CData
C 64 33 58 N/A N/A 34 95
22556
theYahia
kontur-focus-mcp Claim 1
MCP server for Kontur.Focus API — company search, brief reports, financial anal…
C 64 33 55 N/A N/A 55 83
22557
yonaka15
A Model Context Protocol server for interacting with Redmine using its REST API…
C 64 44 71 51 47 81
22558
toolprint
A curated collection of persona-based mcp server & tool groupings.
C 64 33 54 N/A N/A 38 95
22559
V-Sekai-fire
Solve symbolic mathematics problems using SymPy.
C 64 33 54 N/A N/A 39 95
22560
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
22561
Milka974
geo-audit Claim
GEO audit for Shopify: AI readiness score, recommendations, and 15 vertical che…
C 64 33 60 N/A N/A 35 90
22562
CDataSoftware
Teradata MCP Server by CData
C 64 33 58 N/A N/A 34 95
22563
CDataSoftware
Phoenix MCP Server by CData
C 64 33 58 N/A N/A 34 95
22564
datalabs89
Tableau MCP Server Claim
Enables AI applications to integrate with Tableau through developer primitives …
C 64 44 48 71 59 81
22565
pictify-io
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
C 64 44 60 77 30 81
22566
CDataSoftware
Parquet MCP Server by CData
C 64 33 58 N/A N/A 34 95
22567
electrocucaracha
MCP OpenAPI Proxy Claim
A tool that accelerates MCP protocol adoption by automatically generating MCP-c…
C 64 44 86 45 30 81
22568
groupdocs-metadata
MCP server for GroupDocs.Metadata — read and remove document metadata via AI ag…
C 64 33 39 N/A N/A 66 95
22569
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
22570
INSIDE-HAIR
Enables comprehensive Google Meet and Calendar management through Google Calend…
C 64 44 84 46 31 80
22571
PagerDuty
pagerduty-mcp Claim
PagerDuty's official MCP server which provides tools to interact with your Page…
C 64 43 60 53 N/A 61 83
22572
Brainrot-Creations
Official Claude Code plugin marketplace for Brainrot Creations
C 64 33 54 N/A N/A 40 95
22573
itsanishjain
Alchemy Plugin Claim 1
Integrate blockchain and NFT operations seamlessly. Retrieve NFTs, their metada…
C 64 44 84 50 N/A 28 80
22574
itential
MCP server for connecting LLMs to Itential Platform, enabling network automatio…
C 64 43 50 41 81 90
22575
bjornfix
Let AI agents do real WordPress work via MCP. 61 core abilities, 12 add-ons, 28…
C 64 33 54 N/A N/A 40 95
22576
microsoft
mcp-gateway Claim
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling s…
C 64 43 64 53 N/A 57 80
22577
CHRISCARLON
A Python-based MCP server that provides access to Ordnance Survey APIs, allowin…
C 64 44 64 48 62 80
22578
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
22579
AlligatorC0der
conkurrence Claim
Measure whether your AI agrees with itself using statistical consensus metrics.
C 64 33 54 N/A N/A 41 95
22580
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
22581
steipete
Peekaboo MCP Claim
A macOS utility that captures screenshots and analyzes them with AI vision, ena…
C 64 43 60 25 N/A 84 95
22582
phoityne
pty-mcp-server
C 64 33 42 N/A N/A 61 95
22583
coder-ka
Procm Claim
A Model Context Protocol (MCP) server for process management.
C 64 33 54 N/A N/A 41 95
22584
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
22585
dunialabs
Peta Core Claim
A production-ready MCP gateway and control plane that provides credential vault…
C 64 43 54 46 64 95
22586
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 43 60 38 N/A 66 95
22587
bigeyedata
Bigeye MCP Server Claim
Enables interaction with the Bigeye Data Observability platform to query data q…
C 64 44 94 38 29 80
22588
Jobeer1
## 🏥 Ubuntu Patient Care MCP Server: The Intelligent, Offline Authorization Gat…
C 64 43 42 71 N/A 48 95
22589
brutalzinn
An MCP Selenium Server for controlling browsers using natural language in Curso…
C 64 43 72 62 N/A 23 88
22590
SynkraAI
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
C 64 33 54 N/A N/A 40 95
22591
billyu2025
A lean local Windows automation server providing tools for mouse and keyboard c…
C 64 33 60 N/A N/A 29 95
22592
CDataSoftware
Microsoft Excel MCP Server by CData
C 64 33 58 N/A N/A 34 95
22593
CDataSoftware
Microsoft OneDrive MCP Server by CData
C 64 33 58 N/A N/A 34 95
22594
mcp-wp
mcp-server Claim
MCP server implementation using the WordPress REST API
C 64 33 50 N/A N/A 46 95
22595
CDataSoftware
PostgreSQL MCP Server by CData
C 64 33 58 N/A N/A 34 95
22596
CDataSoftware
Microsoft Exchange MCP Server by CData
C 64 33 58 N/A N/A 34 95
22597
pinecone-io
assistant-mcp Claim
Connects to your Pinecone Assistant and gives the agent context from its knowle…
C 64 44 56 60 53 85
22598
JeenyJAI
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI …
C 64 33 54 N/A N/A 41 95
22599
mikdeangelis
Enables comprehensive management of Google Ads campaigns through natural langua…
C 64 44 80 58 25 81
22600
bekirdag
docdex Claim
Fast per-repo documentation indexer and full-text search MCP server for codebas…
C 64 43 54 36 N/A 79 95
Showing 22551–22600 of 67226 servers
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