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
12951
gustavo-sacchi
A Model Context Protocol server that provides financial tools for retrieving re…
C 59 55 39 58 21 81 95
12952
kukapay
rug-check-mcp Claim 1
An MCP server that detects potential risks in Solana meme tokens.
C 59 55 45 32 42 82 95
12953
topotal
Waroom MCP Claim
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
C 59 55 54 100 31 81 13
12954
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
12955
Jnix2007
Enables agents to query Base blockchain data using natural language by providin…
C 59 66 76 58 0 46 81 97
12956
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
12957
sebivarga
PostgreSQL MCP Server Claim 1
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
C 59 55 54 51 27 67 94
12958
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
12959
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
12960
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
12961
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
12962
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
12963
Fogrexon
Creates and visualizes network diagrams through MCP tools for adding nodes and …
C 59 54 72 52 N/A 30 95 32
12964
luochang212
Card Magic MCP Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 55 56 41 50 83 62
12965
tomaitagaki
X MCP Server Claim 1
Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, …
C 59 66 78 68 0 24 80 99
12966
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
12967
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
12968
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
12969
cuongpo
cuongpo-coti-mcp-1 Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
C 59 66 72 61 0 47 76 100
12970
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
12971
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
12972
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
12973
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
12974
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
12975
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
12976
MaitreyaM
gmail-mcp-server Claim
C 59 54 54 26 N/A 27 95 90
12977
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 66 78 62 0 42 81 90
12978
kwonsw812
kiwoom-mcp Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 54 33 75 41 87 59
12979
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
12980
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
12981
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
12982
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
12983
TheOneTrueNiz
Enables searching and retrieving articles, citations, and structured content fr…
C 59 55 72 0 53 81 95
12984
RuoJi6
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
C 59 55 54 30 61 71 83
12985
JordanDalton
A minimalist MCP server that integrates with Laravel Forge, allowing users to m…
C 59 55 48 67 18 81 72
12986
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
12987
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
12988
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
12989
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
12990
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
12991
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
12992
mcpauth
MCPAuth Claim
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
C 59 66 56 68 0 56 81 100
12993
HyunJuHwan
Scenario Word Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 55 54 100 23 81 22
12994
ampcome-mcps
Enables Claude to retrieve BIN (Bank Identification Number) data for payment ca…
C 59 55 54 32 25 81 100
12995
enkhbold470
Enables interaction with Instagram API functionality through a FastMCP-based se…
C 59 55 60 36 19 81 91
12996
zsembek
Cube.js MCP Server Claim
Enables AI assistants to query and analyze data from Cube.js analytics platform…
C 59 55 66 38 24 76 85
12997
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
12998
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
12999
KodyMullins
Provides tools to query e-commerce data including customer information, order d…
C 59 54 54 20 N/A 24 95 100
13000
honeycombio
hny-mcp Claim 1
Server for interacting with Honeycomb observability data. This server enables L…
C 59 66 94 71 0 57 82 44
Showing 12951–13000 of 30006 servers
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