MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2951
SongT-50
Korean News Hub ⚡ Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 6⁄6 ◉ ⏳ 90 66 72 47 81 96
2952
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 5⁄4 ◉ ⏳ 90 65 N/A 42 90 90
2953
miroslawfranek
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
B 77 5⁄5 ◉ ⏳ 90 57 — 61 81 92
2954
jasonxkensei
xProof Claim 1
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
B 77 6⁄6 ◉ ⏳ 71 84 88 34 81 92
2955
zibdie
SSH MCP Server ⚡ Claim 1
Enables AI assistants to securely connect to and manage remote servers via SSH,…
B 77 5⁄5 ◉ ⏳ 90 63 — 61 76 93
2956
halfaipg
Intelligent domain name suggestion service that checks real-time availability a…
B 77 5⁄5 ◉ ⏳ 88 72 — 44 81 91
2957
Warzuponus
MCP JIRA Server ⚡ Claim 1
Enables AI applications to manage JIRA issues, workflows, and tasks through a s…
B 77 5⁄5 ◉ ⏳ 90 66 — 45 80 96
2958
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 5⁄5 ◉ ⏳ 92 68 — 39 81 94
2959
lmanchu
Weather MCP Server ⚡ Claim 1
Enables AI assistants to retrieve real-time weather data and 5-day forecasts fo…
B 77 5⁄5 ◉ ⏳ 90 100 — 57 81 46
2960
echology-io
decompose ⚡ Claim
Decompose text into classified semantic units with authority, risk, attention s…
B 77 5⁄4 ◉ ⏳ 67 70 N/A 63 95 91
2961
AM1010101
Airtable MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read and write access to Airtable…
B 77 5⁄4 ◉ ⏳ 71 71 N/A 46 95 96
2962
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 5⁄4 ◉ ⏳ 94 43 N/A 78 90 79
2963
an8888allen-maker
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
B 77 5⁄5 ◉ ⏳ 84 60 — 56 81 100
2964
aitytech
agentkits-memory ⚡ Claim
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
B 77 5⁄4 ◉ ⏳ 96 25 N/A 76 95 94
2965
SaraHan774
Enables the management of a technical terminology glossary within an Obsidian v…
B 77 5⁄5 ◉ ⏳ 84 100 N/A 24 90 68
2966
openpharma-org
Provides access to Medicaid public data including drug pricing (NADAC), state e…
B 77 5⁄5 ◉ ⏳ 100 100 — 45 81 39
2967
openpharma-org
PubMed MCP Server ⚡ Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 5⁄5 ◉ ⏳ 94 60 — 52 82 91
2968
pierrebrunelle
mcp-server-openai ⚡ Claim 2
Query OpenAI models directly from Claude using MCP protocol
B 77 5⁄5 ◉ ⏳ 90 68 — 37 80 100
2969
aaker
OpenAPI MCP Server ⚡ Claim
Transforms OpenAPI 3.x specifications into MCP tools, enabling Large Language M…
B 77 5⁄5 ◉ ⏳ 96 68 — 25 81 98
2970
ah-oh
handbook ⚡ Claim 1
MCP server for the Handbook API – manage handbook entries via CRUD, overview an…
B 77 5⁄5 ◉ ⏳ 51 100 N/A 51 83 100
2971
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 5⁄4 ◉ ⏳ 90 58 N/A 37 89 100
2972
MushroomFleet
MCP server for transcript processing — formatting, contextual repair & smart su…
B 77 5⁄5 ◉ ⏳ 96 100 N/A 50 81 39
2973
RayanZaki
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
B 77 5⁄5 ◉ ⏳ 74 74 — 63 80 95
2974
GoogleCloudPlatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
B 77 5⁄4 ◉ ⏳ 57 72 N/A 75 95 90
2975
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 5⁄4 ◉ ⏳ 72 60 — 82 89 88
2976
KaliStudent
Printer MCP Server ⚡ Claim
Provides comprehensive enterprise printer information including specifications,…
B 77 5⁄4 ◉ ⏳ 94 55 N/A 34 95 96
2977
nataliapc
mcp-openmsx ⚡ Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 5⁄5 ◉ ⏳ 96 58 — 55 81 85
2978
Karopatu
Enables users to connect to their email inbox via IMAP to search, filter, and s…
B 77 5⁄5 ◉ ⏳ 74 100 — 29 81 86
2979
PhialsBasement
cmd-mcp-server ⚡ Claim 1
MCP server allowing any and all command execution over CMD
B 77 5⁄5 ◉ ⏳ 78 82 N/A 41 95 76
2980
cdpath
MDict MCP Server ⚡ Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 5⁄4 ◉ ⏳ 68 62 N/A 62 94 100
2981
sinewaveai
A security scanner for AI coding agents and autonomous assistants that scans co…
B 77 5⁄4 ◉ ⏳ 71 61 N/A 61 95 95
2982
ssoma-dev
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
B 77 5⁄5 ◉ ⏳ 84 77 — 30 83 99
2983
namanxajmera
Reddit Scraper ⚡ Claim
Scrapes and queries Reddit posts, comments, and media from subreddits and user …
B 77 5⁄4 ◉ ⏳ 78 51 N/A 68 95 94
2984
Mayank1805
Enables multi-agent orchestration and coordination using specialized, persisten…
B 77 5⁄4 ◉ ⏳ 94 55 N/A 40 95 90
2985
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 5⁄5 ◉ ⏳ 57 100 — 52 81 94
2986
peterparker57
WSLSnapit-MCP Claim 2
Enables AI assistants to capture screenshots and read clipboard content from Wi…
B 77 5⁄5 ◉ ⏳ 78 100 N/A 36 90 66
2987
forayconsulting
Make MCP Server ⚡ Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 78 93
2988
KaranThink41
Enables posting text messages to Google Chat spaces through webhook-based integ…
B 77 5⁄5 ◉ ⏳ 90 65 — 41 81 100
2989
elminson
TOON MCP Server ⚡ Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 5⁄5 ◉ ⏳ 90 60 — 58 80 91
2990
line
line-bot-mcp-server ⚡ Claim 1
MCP Server for Integrating LINE Official Account
B 77 5⁄5 ◉ ⏳ 61 71 — 87 81 93
2991
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 5⁄4 ◉ ⏳ 90 63 N/A 24 92 100
2992
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 5⁄5 ◉ ⏳ 75 71 — 57 82 99
2993
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 5⁄4 ◉ ⏳ 90 61 N/A 24 95 100
2994
tuannvm
OAuth 2.1 authentication library for Go MCP servers
B 77 5⁄4 ◉ ⏳ 84 43 N/A 76 95 91
2995
francofuji
UnCorreoTemporal ⚡ Claim
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
B 77 5⁄4 ◉ ⏳ 58 86 N/A 58 83 99
2996
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 5⁄4 ◉ ⏳ 90 53 N/A 39 95 99
2997
schimmmi
Withings MCP Server ⚡ Claim 1
Enables access to Withings Health API data including body measurements, activit…
B 77 5⁄5 ◉ ⏳ 80 65 — 63 80 96
2998
ruslanmv
Enables AI agents to clone entire websites, download files, manage authenticati…
B 77 5⁄5 ◉ ⏳ 96 43 — 71 81 92
2999
Rudra-ravi
wikipedia-mcp Claim 2
A Model Context Protocol (MCP) server that retrieves information from Wikipedia…
B 77 5⁄5 ◉ ⏳ 88 82 N/A 91 94 24
3000
florinel-chis
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
B 77 5⁄4 ◉ ⏳ 88 61 N/A 32 94 96
Showing 2951–3000 of 68965 servers
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