MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
colakang
Integrates with Google Places API to allow searching, retrieving details, and f…
B 71 55 74 73 21 81 91
7152
askme765cs
open-docs-mcp Claim
An open-source MCP implementation providing document management functionality. …
B 71 55 94 83 43 81 37
7153
weidwonder
Execute commands on local or remote hosts seamlessly. Leverage a powerful inter…
B 71 55 90 91 N/A 30 84 39
7154
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
7155
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
7156
9olidity
A security testing tool that enables automated vulnerability detection includin…
B 71 55 78 78 N/A 43 95 47
7157
smith-nathanh
Vertica MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ver…
B 71 54 77 56 N/A 22 95 94
7158
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
7159
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
7160
mattmahowald
Enables interaction with Salesforce organizations through SOQL queries, object …
B 71 54 60 68 N/A 25 95 100
7161
royerlab
Napari MCP Server Claim
MCP server for remote control of napari viewers via Model Context Protocol, ena…
B 71 54 70 35 N/A 76 84 97
7162
taazkareem
Twitter MCP Server Claim 1
Provides AI agents with comprehensive Twitter functionality through the Model C…
B 71 55 92 60 17 81 88
7163
spences10
MCP Embedding Search Claim 1
A Model Context Protocol server that searches transcript segments in a Turso da…
B 71 55 69 73 33 81 91
7164
Oungseik
Enables AI models to load and inspect OpenAPI specifications, generate Hurl tes…
B 71 55 78 60 24 81 99
7165
PyneSys
An MCP server to inject auto-approve MCP functionality into Claude Desktop
B 71 54 72 36 N/A 57 89 100
7166
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 54 66 60 N/A 43 95 86
7167
gabrielrojasnyc
HR MCP Server Claim 1
A Model Context Protocol server that enables Claude Desktop to access structure…
B 71 54 69 58 N/A 45 92 85
7168
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 54 86 55 N/A 23 80 99
7169
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 54 57 73 N/A 31 92 98
7170
nickzer0
MCP Debug Server Claim 3
An MCP server for debugging Windows processes using WinDbg and CDB. It enables …
B 71 55 81 91 N/A 21 90 54
7171
ngothienan
Katana MCP Server Claim
Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling …
B 71 54 72 53 N/A 42 90 91
7172
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
7173
yunusj
Provides security assessment methodology, tool documentation, and step-by-step …
B 71 55 56 72 50 81 94
7174
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
7175
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
7176
rebots-online
A fork of the Neo4j Model Context Protocol server that enables interaction with…
B 71 55 84 62 23 81 90
7177
ReexpressAI
Reexpress MCP Server
B 71 54 74 28 N/A 61 95 100
7178
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
7179
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
7180
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
7181
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
7182
horodchukanton
GitLab MCP Server Claim
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
B 71 55 78 66 27 80 92
7183
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 55 78 63 22 81 100
7184
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 55 72 100 N/A 34 95 40
7185
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 54 80 56 N/A 21 95 91
7186
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
7187
MediaPublishing
mcp-manager Claim 1
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
B 71 54 90 32 N/A 44 87 96
7188
NaveenBandarage
Poke-MCP Claim 1
A Model Context Protocol server that provides Pokémon information by connecting…
B 71 55 61 60 50 82 100
7189
rustic-ai
codeprism Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
B 71 54 94 20 N/A 56 95 85
7190
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 54 78 55 N/A 21 95 91
7191
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
7192
puran-water
Provides AI agents with physics-based corrosion engineering calculations, from …
B 71 54 90 31 N/A 47 92 89
7193
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
7194
mandresyandri
Geocode BAN MCP Claim
This MCP server enables geocoding of French addresses using the official Base A…
B 71 55 90 55 24 82 91
7195
xue20010808
MCP Weather Server Claim
Provides weather information using the US National Weather Service API, includi…
B 71 55 60 63 47 83 100
7196
poposnail61
mcp Claim 1
B 71 54 72 57 N/A 30 90 99
7197
team-tissis
NoLang MCP Server Claim
Enables MCP clients like Claude Desktop to generate AI-powered videos through t…
B 71 55 60 72 41 81 96
7198
ravinahp
Enables users to validate the existence of email addresses through a simple Fas…
B 71 55 54 82 N/A 19 95 93
7199
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
7200
nolleh
MCP Vertica Claim
A Model-Context-Protocol server that provides SQL query execution and database …
B 71 55 78 37 62 80 99
Showing 7151–7200 of 58295 servers
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