MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37751
paigy-ai
paigy Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
81
37752
Gaaldaco
railway-mcp Claim
An MCP server that exposes the Railway API as tools for Claude. Manage Railway …
N/A N/A
37753
mayank2424
Enables LLM clients to interact with Harvest time tracking accounts for managin…
37754
polydoc-tech
polydoc-mcp Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
N/A N/A
37755
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
37756
husenbasha443
Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wi…
N/A N/A
37757
Aslan11
Enables managing invoice workflows using Temporal, allowing submission, approva…
N/A N/A
37758
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
37759
ChuprinaDaria
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
N/A N/A
37760
Baneado98
ssl-doctor Claim
Enables live TLS/SSL certificate health checks for any hostname, providing expi…
37761
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
37762
jellypod-inc
Jellypod Claim
Create, import, and publish Jellypod podcast episodes from your AI assistant.
37763
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
N/A N/A
37764
Voltcast-com
voltcast Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
37765
NG-Bullseye
Read-only MCP server for FinTS/HBCI banking; enables account information retrie…
N/A N/A
37766
Materioa
Enables AI assistants to search and read Materio's educational PDF resources di…
37767
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
37768
davidmosiah
Polar MCP Claim
Local-first MCP server that connects AI agents to your Polar training, sleep, N…
37769
abdoukaba
A production-ready MCP server that provides real-time weather information, fore…
37770
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
37771
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
37772
2022f-mulbscs-100-del
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
37773
ezhuk
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
37774
emersonelio
Enables natural-language querying of an e-commerce dataset by providing a LangC…
N/A N/A
37775
CSOAI-ORG
MCP server for workout planner ai. Features create workout, track progress, sug…
N/A N/A
37776
healersfind-alt
USDA NOP organic compliance checks — operation websites vs live OID certificate…
37777
DiegoLopez0208
RPG Maker MV Ultimate: AI copilot to generate, edit and understand RPG Maker MV…
N/A N/A
37778
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
37779
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
37780
jonathanmalkin
Read-only tools for finding where a small business leaks deals, time, and cash.
37781
WesHaze
Enables translation of i18n messages in Paraglide JS projects by serving small …
N/A N/A
37782
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
N/A N/A 95
37783
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
37784
dsouza-anush
Enables AI models to interact with web pages through structured accessibility s…
37785
ryansilk
Provides natural language access to ApexVol's options analytics platform, enabl…
37786
amitsingh2003
Synapse Claim
Provides structural code intelligence via 26 MCP tools, enabling AI assistants …
37787
ailingqu
apiany-mcp Claim
APIAny MCP server for model discovery, pricing, docs, and integration examples.
N/A N/A 83
37788
junter1989k-ai
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
37789
tonghui666
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
N/A N/A
37790
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
37791
sailquery
Find the stories worth writing about: discover emerging stories, rank the angle…
37792
eveoy
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
37793
jgkme
MCP server for generating, editing, and processing images via multiple provider…
37794
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
37795
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
37796
pauloFroes
MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…
N/A N/A
37797
vishal24p
arxiv-mcp Claim
Enables searching arXiv and downloading papers via MCP tools, no API key requir…
N/A N/A
37798
brunopark852
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
37799
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
37800 N/A N/A 95
Showing 37751–37800 of 66549 servers
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