MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11751
KennyKang7012
MCP Weather Server ⚡ Claim
Provides real-time weather information and 5-day forecasts for cities worldwide…
C 62 5⁄5 ◉ ⏳ 72 46 — 21 81 78
11752
thiagovictorino
Enables multiple Claude Code instances to collaborate in real-time through chan…
C 62 5⁄5 ◉ ⏳ 48 51 — 39 81 91
11753
chakri01
Enables semantic search and conversational querying across a personal research …
C 62 5⁄5 ◉ ⏳ 76 28 — 21 80 99
11754
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 5⁄4 ◉ ⏳ 72 20 N/A 26 95 92
11755
kachiO
mlx-whisper-mcp ⚡ Claim
Local MCP server for MLX Whisper transcription
C 62 5⁄4 ◉ ⏳ 56 30 N/A 44 90 90
11756
haneefdm
A sample MCP server implementation in TypeScript that demonstrates tool creatio…
C 62 5⁄4 ◉ ⏳ 54 55 N/A 25 95 74
11757
dangvinh
MCP OCR Server Claim 1
High-performance OCR server using native Tesseract (C++) for text extraction fr…
C 62 5⁄4 ◉ ⏳ 39 27 N/A 69 92 94
11758
yakir-Yang
A customer service MCP server that enables order lookup by phone number and sto…
C 62 5⁄5 ◉ ⏳ 72 41 — 24 81 85
11759
gcorroto
MCP-Jenkins ⚡ Claim
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
C 62 5⁄5 ◉ ⏳ 54 100 — 26 81 36
11760
christianwengert
Enables AI agents to discover, execute, and validate CyberChef operations for d…
C 62 5⁄5 ◉ ⏳ 60 56 — 25 80 83
11761
HowardQin
fastmcp-opengauss ⚡ Claim
Enables interaction with openGauss databases through multiple transport methods…
C 62 5⁄5 ◉ ⏳ 80 28 — 23 71 99
11762
stanfrbd
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
C 62 5⁄5 ◉ ⏳ 53 22 N/A 70 82 94
11763
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 5⁄5 ◉ ⏳ 72 36 — 32 80 82
11764
brave
brave ⚡ Claim
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
C 62 6⁄6 ◉ ⏳ 78 70 0 78 69 87
11765
laramarcodes
Enables secure interaction with Plaid's Transactions API to sync, search, and a…
C 62 6⁄4 ◉ ⏳ 88 71 0 24 87 95
11766
the-real-py
Enables management of your home bar inventory and cocktail discovery through Ba…
C 62 6⁄6 ◉ ⏳ 94 65 0 27 81 97
11767
hevener10
A server that implements a checklist management system with features like task …
C 62 5⁄5 ◉ ⏳ 72 75 N/A 13 95 35
11768
t-daiki96
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
C 62 5⁄5 ◉ ⏳ 78 95 — 26 81 7
11769
dolphinsboy
Test FastMCP ⚡ Claim
A basic MCP server built with the FastMCP framework that provides fundamental m…
C 62 5⁄4 ◉ ⏳ 54 35 N/A 21 95 100
11770
cdugo
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
C 62 5⁄5 ◉ ⏳ 70 82 — 44 81 21
11771
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 5⁄4 ◉ ⏳ 45 33 N/A 44 90 100
11772
Huxley-Brown
Generates project specifications and file structures using Claude AI through MC…
C 62 5⁄5 ◉ ⏳ 54 57 — 22 81 88
11773
dddd-community
Hexiaoyi MCP ⚡ Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 5⁄5 ◉ ⏳ 42 57 — 42 78 94
11774
peterableda
Provides read-only access to Iceberg tables via Apache Impala, enabling LLMs to…
C 62 5⁄5 ◉ ⏳ 62 27 — 47 81 95
11775
Jackchen0514
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 78
11776
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 5⁄4 ◉ ⏳ 54 52 N/A 15 95 87
11777
supabase-community
Supabase Claim 1
MCP server for interacting with the Supabase platform
C 62 6⁄6 ◉ ⏳ 81 65 0 82 70 85
11778
Yzlink7
A deployable server implementation of the Model Context Protocol that allows yo…
C 62 5⁄5 ◉ ⏳ 48 66 — 26 83 80
11779
cryptonahue
Enables interaction with Anytype objects through the Anytype API, including cre…
C 62 6⁄4 ◉ ⏳ 78 68 0 44 95 86
11780
minitim222
Enables Claude to directly access Google Drive files and analyze High Performan…
C 62 5⁄4 ◉ ⏳ 64 37 N/A 19 90 91
11781
JubinSaniei
MCP SQL Server Claim 1
A Model Context Protocol server that allows Large Language Models like Claude t…
C 62 5⁄5 ◉ ⏳ 45 61 — 23 81 93
11782
BACH-AI-Tools
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
C 62 5⁄5 ◉ ⏳ 41 100 — 45 80 36
11783
ErikNguyen20
ScholarScope MCP ⚡ Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 5⁄5 ◉ ⏳ 54 38 — 43 81 95
11784
sssjiang
PubChem MCP Server ⚡ Claim
Extracts basic chemical information and drug data from the PubChem API. It enab…
C 62 5⁄5 ◉ ⏳ 54 82 — 28 81 57
11785
yangwuan55
Edge-TTS MCP Server ⚡ Claim 1
An MCP server that leverages the Microsoft Edge TTS service to provide high-qua…
C 62 5⁄5 ◉ ⏳ 57 61 — 20 81 83
11786
jar285
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
C 62 5⁄5 ◉ ⏳ 60 43 — 18 82 99
11787
citedy
Full-stack AI marketing toolkit with 41 MCP tools: SEO article generation in 55…
C 62 5⁄5 ◉ ⏳ 66 10 N/A 65 80 96
11788
martingeidobler
android-mcp-server ⚡ Claim
21-tool Android device control via ADB — screenshots with compression, UI tree …
C 62 5⁄4 ◉ ⏳ 72 0 N/A 66 82 97
11789
prithvi-seri
Enables secure file management operations within a documents folder, including …
C 62 5⁄4 ◉ ⏳ 60 35 N/A 16 95 99
11790
jjmerri
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
C 62 5⁄5 ◉ ⏳ 62 40 — 21 81 100
11791
leehyunseok-tech
A boilerplate project for quickly developing Model Context Protocol servers usi…
C 62 5⁄4 ◉ ⏳ 66 68 N/A 27 95 41
11792
allenbijo
A lightweight server that provides real-time system information including CPU, …
C 62 5⁄4 ◉ ⏳ 56 22 N/A 43 90 100
11793
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 6⁄6 ◉ ⏳ 84 72 0 42 81 92
11794
r123singh
Enables scraping Amazon product details and searching for products on Amazon th…
C 62 5⁄5 ◉ ⏳ 72 32 — 16 82 97
11795
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 5⁄5 ◉ ⏳ 48 68 — 21 81 83
11796
derberg
EasyPeasyMCP ⚡ Claim
A lightweight, zero-config MCP server that makes documentation and API specific…
C 62 5⁄5 ◉ ⏳ 78 0 — 56 80 97
11797
Randark-JMT
Enables SSL/TLS certificate search and analysis using crt.sh data, supporting d…
C 62 5⁄5 ◉ ⏳ 54 61 — 24 81 81
11798
nananaman
DuckDB-RAG-MCP-Sample ⚡ Claim 1
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
C 62 5⁄5 ◉ ⏳ 39 56 — 39 81 96
11799
MeirKaD
Enables diabetes management by retrieving real-time glucose readings from Dexco…
C 62 5⁄5 ◉ ⏳ 54 56 — 24 81 87
11800
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 6⁄6 ◉ ⏳ 84 62 0 50 81 93
Showing 11751–11800 of 69111 servers
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