MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12202
sathwikabbaraju
MCP Server Claim
Manages query validation, database connection, and security for a system that t…
C 61 55 66 33 18 81 99
12203
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12204
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12205
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12206
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12207
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12208
cgrdavies
mcp-clickhouse-long-running
C 61 55 54 31 45 81 97
12209
Ratnaditya-J
csvglow Claim 1
Generate beautiful self-contained HTML dashboards from CSV/Excel files with int…
C 61 54 64 0 N/A 66 89 95
12210
yuezheng2006
Personal JIRA MCP Claim 1
An MCP server that enables AI assistants to interact with JIRA, allowing for qu…
C 61 55 47 43 46 81 93
12211
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12212
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12213
BIFROTEK-com
Docker-deployable server that enables interaction with Supabase databases via H…
C 61 64 90 46 0 52 95 81
12214
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12215
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12216
rootiq-ai
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
C 61 55 54 52 19 81 91
12217
ChrisLAS
PodHome MCP Server Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 55 45 38 48 82 97
12218
zpankz
logseq-mcp-tools Claim 1
C 61 55 68 82 N/A 29 95 16
12219
osulivan
MCP Server for skill4agent - Search, view, and install AI skills in AI conversa…
C 61 66 94 63 0 25 80 93
12220
pramodbhatofficial
263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.
C 61 64 94 36 0 68 83 87
12221
piotrpalek
MCP Think Tool Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 55 39 100 18 81 55
12222
iRahulPandey
A natural language interface for MLflow that allows users to query and manage t…
C 61 55 62 36 22 81 100
12223
lloydzhou
Bitable MCP Server Claim
Provides access to Lark Bitable through the Model Context Protocol, allowing us…
C 61 55 76 32 26 76 87
12224
878787ya
Enables fetching and analyzing YouTube video comments and replies through the Y…
C 61 54 48 43 N/A 24 95 91
12225
diegofornalha
MCP-Server-TESS Claim 1
A Model Context Protocol server that enables integration with the TESS API, all…
C 61 55 63 42 23 80 92
12226
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12227
HundunOnline
MCP Metaso Claim 1
A Model Context Protocol server that enables Claude and compatible AI assistant…
C 61 55 47 46 57 80 79
12228
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 55 60 43 23 81 91
12229
KatherLab
STAMP Claim
Solid Tumor Associative Modeling in Pathology
C 61 64 68 55 0 75 87 92
12230
airatech
Enables searching for Auckland public transport stops and retrieving real-time …
C 61 55 62 20 42 81 100
12231
eugenregehr
octoboost Claim
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
C 61 64 84 65 0 32 83 94
12232
markjukerburg
MCP Server Demo Claim
A getting started guide and template for creating Python-based MCP servers usin…
C 61 54 56 12 N/A 45 94 100
12233
Ansvar-Systems
hungarian-law-mcp Claim
Hungarian legislation via MCP — full-text search across statutes and provisions
C 61 66 90 36 0 71 82 93
12234
dieselpro1111
TradesPro Claim
TradesPro is an open source MCP server that gives AI assistants structured know…
C 61 55 72 0 60 82 96
12235
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12236
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12237
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12238
xstraven
Enables educational and learning tasks including flashcard generation with Anki…
C 61 55 60 40 30 80 90
12239
arturborycki
Enables secure interaction with Teradata databases through SQL queries, schema …
C 61 66 86 66 0 31 82 97
12240
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12241
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12242
ag2-mcp-servers
An MCP Server that provides weather information by ZIP code using Interzoid's A…
C 61 54 45 52 N/A 21 89 91
12243
zzstoatzz
A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers…
C 61 55 48 66 21 81 84
12244
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12245
vjsr007
MCP Index Notes Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 55 72 57 32 81 51
12246
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 55 60 33 51 80 83
12247
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
12248
koki-develop
esa-mcp-server Claim
A Model Context Protocol (MCP) server for esa.io
C 61 64 68 61 0 73 81 94
12249
faizan45640
An MCP server that enables AI assistants to access and interact with Google Cla…
C 61 55 45 68 45 76 72
12250
thuong204
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 61 55 48 65 21 81 84
Showing 12201–12250 of 30006 servers
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