MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8801
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8802
yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
C 68 54 86 63 N/A 61 90 28
8803
crate
CrateDB MCP Server Claim
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-S…
C 68 55 62 32 79 80 96
8804
Adity-star
Real-time stock API with Python, MCP server example, yfinance stock analysis da…
C 68 54 60 43 N/A 52 92 95
8805
gkzhb
Connect to your Crawl4AI docker API server.
C 68 55 62 63 46 81 84
8806
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
8807
cdmx-in
goodday-mcp Claim
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
C 68 55 72 43 49 77 99
8808
gldc
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
C 68 55 72 46 53 80 89
8809
deepsuthar496
A Model Context Protocol server that enables remote execution of shell commands…
C 68 55 75 100 39 69 43
8810
loli0123456789
MCP Web Chat Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
C 68 54 74 61 N/A 16 95 82
8811
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8812
Wolfe-Jam
rust-faf-mcp Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
C 68 54 78 56 N/A 75 94 34
8813
betars
A Python implementation of an MCP server for Xiaohongshu that enables AI models…
C 68 55 72 63 24 80 93
8814
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
8815
lordbasilaiassistant-sudo
base-token-sniper Claim 1
MCP server to discover and trade new token launches on Base chain.
C 68 54 72 70 N/A 32 69 90
8816
Alosies
GitLab MCP Server Claim
A TypeScript MCP server that provides integration with GitLab's REST API, allow…
C 68 55 88 32 81 82 61
8817
mario-andreschak
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …
C 68 54 63 52 N/A 42 95 82
8818
DeepakJangra239
Enables fast code analysis and navigation through hybrid semantic search, graph…
C 68 54 72 31 N/A 45 95 96
8819
MelaLitho
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
C 68 55 84 53 23 76 90
8820
autoexecbatman
A collection of Model Context Protocol servers providing advanced capabilities …
C 68 55 92 75 N/A 26 95 33
8821
surendranb
google-analytics-mcp Claim 1
An MCP server that provides [describe what your server does]
C 68 54 61 50 N/A 49 83 95
8822
z23cc
Kagi MCP Server Claim 1
Enables integration with Kagi search engine services including web search, cont…
C 68 55 66 75 21 76 89
8823
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
8824
TomasRodriguez2002
A project that integrates Model Control Protocol with OpenAI's API, allowing Op…
C 68 55 66 57 34 80 100
8825
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
8826
chihebnabil
Provides comprehensive design principles and best practices to help LLMs genera…
C 68 55 72 45 38 82 100
8827
yetidevworks
An open-source alternative to BrowserMCP that enables AI assistants to interact…
C 68 54 78 17 N/A 51 95 100
8828
StdioA
beancount-mcp Claim
MCP Server to query from your Beancount ledger, or submit transaction.
C 68 54 84 28 N/A 45 87 92
8829
rftsngl
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
C 68 54 72 33 N/A 40 95 95
8830
pnini7814
Analyzes log files to identify root causes of project errors and generates deta…
C 68 54 60 56 N/A 27 90 100
8831
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
8832
samcfinan
Linear MCP Server Claim 1
Facilitates project management with the Linear API via the Model Context Protoc…
C 68 55 60 72 19 80 99
8833
Luorivergoddess
MCP Geometry Server Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 55 69 100 N/A 20 95 35
8834
advitrocks9
Provides structured, SQL-style query access to Notion databases, allowing Claud…
C 68 55 60 71 30 81 92
8835
HelicopterHelicopter
Outline MCP Server Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 55 63 63 23 82 99
8836
danhussey
An MCP service for interacting with Transport NSW's API that enables users to f…
C 68 55 84 37 47 80 86
8837
occasionallysomebody
A zero-dependency MCP server that provides a persistent personal knowledge base…
C 68 54 78 33 N/A 27 95 100
8838
SeoNaRu
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
C 68 55 72 71 28 81 78
8839
marcos2872
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
C 68 55 63 68 27 81 94
8840
lumile
Access MercadoLibre's API to search products, retrieve reviews, and check selle…
C 68 55 78 75 N/A 42 95 37
8841
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8842
droidnext
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
C 68 54 60 48 N/A 40 95 96
8843
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
8844
feevlic
vHal MCP Server Claim
Enables Android Automotive developers to explore and implement Vehicle Hardware…
C 68 55 90 26 44 82 91
8845
Tytt
Enables AI assistants to manage Zentao bugs, requirements, and test cases throu…
C 68 55 72 66 34 76 83
8846
howmanysmall
An MCP server for searching, inspecting, and evaluating NPM packages through he…
C 68 55 45 55 69 81 100
8847
solana-foundation
A simple MCP server implementation that provides AI models with basic Solana RP…
C 68 55 68 53 43 81 91
8848
johnreitano
An MCP server that provides simple query capabilities for Google Cloud Datastor…
C 68 55 71 56 22 82 99
8849
izzzzzi
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
C 68 55 49 82 N/A 78 95 37
8850
199-mcp
MCP Wait Timer Server Claim 1
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
C 68 55 78 70 46 83 51
Showing 8801–8850 of 33537 servers
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