MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14201
tronrentalcom
tronrental Claim
Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.
D 54 64 72 42 0 30 83 95
14202
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14203
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14204
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14205
Sim-xia
blind-auditor Claim
A zero-cost MCP server that forces AI to self-correct generation messages using…
D 54 64 66 26 0 49 95 92
14206
sitebay
SiteBay MCP Server Claim
Enables management of WordPress sites hosted on SiteBay platform through natura…
D 54 66 88 10 0 52 81 98
14207
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 55 60 0 30 81 99
14208
Sara3
An MCP server that connects to the Tesla Fleet API, allowing users to control v…
D 54 66 69 30 0 54 81 97
14209
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14210
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14211
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14212
vemonet
openroute-mcp Claim
Plan routes using the OpenRouteService API, such as for hiking, mountain biking…
D 54 64 66 33 0 79 83 77
14213
wongjingping
Postgres MCP Server Claim 1
A Model Context Protocol server that enables querying PostgreSQL databases with…
D 54 55 45 33 16 81 93
14214
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14215
julianorck
MCP Memory Claim
Enables AI assistants to remember user information and preferences across conve…
D 54 66 54 71 0 29 80 86
14216
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14217
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 64 66 73 0 26 95 58
14218
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14219
moeki0
A MCP server that requires user authentication via Auth0, allowing it to call p…
D 54 55 33 35 23 80 100
14220
ShwStone
MCP OI-Wiki Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 55 60 20 25 81 77
14221
bankszach
A minimal Model Context Protocol server built with FastAPI that provides a basi…
D 54 55 48 22 21 81 94
14222
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14223
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14224
shadowfax92
MCP Apple Reminders Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 55 39 82 N/A 20 95 21
14225
Durgam58
Enables users to fetch jokes from various categories including Chuck Norris jok…
D 54 66 48 55 0 44 81 100
14226
DebMs123
A server implementing the Model Context Protocol (MCP) that delivers jokes upon…
D 54 66 48 55 0 44 81 100
14227
caicongyang
A Model Context Protocol server that enables AI models to interact with MySQL d…
D 54 54 45 55 N/A 18 95 49
14228
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 55 57 27 16 81 83
14229
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14230
ojhaayush03
KafkaIQ Claim
Enables AI assistants to manage and monitor Apache Kafka clusters through natur…
D 54 55 54 21 22 81 89
14231
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 55 54 28 18 78 86
14232
mastergo-design
MasterGo Magic MCP Claim
Connects AI models to MasterGo design tools, enabling retrieval of DSL data, co…
D 54 66 60 66 0 35 76 88
14233
Tsubaki414
toolfi Claim
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Bas…
D 54 66 84 42 0 30 78 88
14234
kaisumi
Weather MCP Claim 1
A Model Context Protocol server that provides current weather information and 3…
D 53 55 45 41 23 81 70
14235
x-mahar
Enables Claude Desktop to send emails through Mailjet's API using the Model Con…
D 53 66 80 41 0 18 81 94
14236
FastAlertNow
mcp-server Claim
Official MCP server for FastAlert, providing tools to list channels and send no…
D 53 64 84 10 0 33 95 98
14237
julie-berlin
Enables web search capabilities through the Tavily API, allowing users to searc…
D 53 55 48 22 26 81 89
14238
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
14239
aarya-rapid
namesilo-mcp Claim
D 53 54 38 18 N/A 29 95 86
14240
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14241
ibrooksSDX
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling…
D 53 66 78 32 0 37 81 89
14242
marcelacout0
MCP Memory Claim
Enables AI assistants to remember user information across conversations using v…
D 53 66 54 68 0 27 81 84
14243
hustcc
Icon Claim
Generate and manage professional-grade icons for diverse design needs. Simplifi…
D 53 66 88 10 0 48 81 95
14244
Poll-The-People
customgpt-mcp Claim 1
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-s…
D 53 66 65 41 0 41 80 93
14245
roboulos
A simplified Model Context Protocol server that enables Claude to interact with…
D 53 66 72 36 0 33 81 93
14246
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14247
peter-j-thompson
semanticapi-mcp Claim 1
Natural language API discovery — search 700+ API capabilities, get endpoints, a…
D 53 66 78 40 0 27 80 89
14248
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14249
juanibiapina
mcpli Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
D 53 66 84 40 0 58 82 54
14250
cyberimaginationsi-gif
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
D 53 55 54 41 30 81 55
Showing 14201–14250 of 33842 servers
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