MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8351
WindieChai
Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to …
C 69 5⁄5 ◉ ⏳ 60 68 — 38 76 100
8352
dbsmith7491
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
C 69 5⁄5 ◉ ⏳ 66 71 — 26 76 98
8353
xue20010808
word2pdf_hello_mcp ⚡ Claim
Create friendly, personalized greetings on demand. Toggle pirate mode for playf…
C 69 5⁄4 ◉ ⏳ 64 55 N/A 23 95 100
8354
almide
Almide MCP Server ⚡ Claim
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
C 69 5⁄4 ◉ ⏳ 62 61 N/A 35 87 93
8355
amysatterlee
Facilitates retrieval of National Park Services data using the NPS API, allowin…
C 69 5⁄5 ◉ ⏳ 72 62 — 17 80 100
8356
rnaga
WordPress MCP Server ⚡ Claim 2
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
C 69 5⁄4 ◉ ⏳ 73 67 N/A 30 69 95
8357
HamzaFarhan
Memory MCP ⚡ Claim
A knowledge-graph-based memory system for AI agents that enables persistent inf…
C 69 5⁄4 ◉ ⏳ 60 60 N/A 25 95 100
8358
koundinya
Zendesk MCP Server ⚡ Claim
A server implementation that provides Claude AI with the ability to interact wi…
C 69 5⁄5 ◉ ⏳ 54 70 — 45 76 100
8359
maratsal
Enables querying and analyzing Falco security events from Falcosidekick UI thro…
C 69 5⁄5 ◉ ⏳ 72 71 — 19 80 88
8360
a-yushko
MCP-CLIO Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
C 69 5⁄4 ◉ ⏳ 66 66 N/A 35 87 86
8361
mitjaeichhorn
manus-mcp Claim 2
An MCP server that enables interaction with Google Drive through the Google Clo…
C 69 6⁄6 ◉ ⏳ 45 86 95 25 80 75
8362
daikw
Notes MCP Server ⚡ Claim 1
A simple note storage system that lets users create and summarize notes with va…
C 69 5⁄4 ◉ ⏳ 78 52 N/A 17 90 97
8363
caretdev
Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations wit…
C 69 5⁄5 ◉ ⏳ 80 51 — 54 80 77
8364
Takatoshi-Miura
MCP-Weather ⚡ Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 5⁄5 ◉ ⏳ 78 53 — 35 81 88
8365
minhyeoky
mcp-server-ledger ⚡ Claim
A ledger-cli integration for managing financial transactions and generating rep…
C 69 5⁄4 ◉ ⏳ 70 55 N/A 33 89 93
8366
relayprotocol
Relay MCP Server ⚡ Claim
A Model Context Protocol (MCP) server for Relay Protocol — cross-chain bridge a…
C 69 5⁄5 ◉ ⏳ 66 63 — 36 80 92
8367
markswendsen-code
southwest Claim 1
MCP server for Southwest Airlines - search flights, manage bookings
C 69 5⁄5 ◉ ⏳ 79 82 N/A 30 95 40
8368
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 5⁄5 ◉ ⏳ 66 65 — 40 81 89
8369
YinshawnRao
hearthstone-decks-mcp ⚡ Claim 1
A Hearthstone deck parsing server that decodes deck codes into detailed card li…
C 69 5⁄5 ◉ ⏳ 84 100 — 40 82 21
8370
ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI de…
C 69 5⁄4 ◉ ⏳ 51 71 N/A 45 87 91
8371
robobobby
Provides access to Norway's official business registry for searching companies,…
C 69 5⁄5 ◉ ⏳ 66 60 — 35 83 94
8372
Arman-Kudaibergenov
BSL Atlas ⚡ Claim 1
An MCP server for 1C:Enterprise that provides AI assistants with access to conf…
C 69 5⁄4 ◉ ⏳ 51 48 — 66 92 92
8373
iramk11
Claude Data Buddy ⚡ Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 5⁄4 ◉ ⏳ 76 52 N/A 19 95 92
8374
ConsentirDev
BuyICT MCP Server ⚡ Claim
Provides access to Australian Government ICT procurement opportunities from Buy…
C 69 5⁄5 ◉ ⏳ 78 91 — 21 81 56
8375
1595901624
Crypto_MCP ⚡ Claim 1
A Model Context Protocol server for AES encryption and decryption, supporting v…
C 69 5⁄4 ◉ ⏳ 51 55 N/A 58 90 96
8376
PratyayRajak
Integrates task management with the Pomodoro Technique, enabling AI assistants …
C 69 5⁄5 ◉ ⏳ 86 75 N/A 25 95 43
8377
spencerkinney
Computer Use Claim
Computer Use
C 69 5⁄4 ◉ ⏳ 60 66 N/A 16 95 95
8378
brianprost
Provides access to the endoflife.date API to query support and end-of-life info…
C 69 5⁄5 ◉ ⏳ 78 58 — 18 81 95
8379
lhstorm
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
C 69 5⁄4 ◉ ⏳ 88 31 N/A 25 95 95
8380
HarshitRatan
A demonstration MCP server built in TypeScript that shows how to implement stdi…
C 69 5⁄5 ◉ ⏳ 74 57 — 23 81 100
8381
cuongtl1992
mcp-dbs ⚡ Claim
A Model Context Protocol (MCP) implementation for connecting to and working wit…
C 69 5⁄5 ◉ ⏳ 66 53 — 50 81 94
8382
ai-protocols
Enables interaction with Real Canadian Superstore to extract order history, bro…
C 69 5⁄5 ◉ ⏳ 78 100 — 26 81 40
8383
nattyraz
YouTube MCP Server ⚡ Claim
Enables interaction with YouTube videos by extracting metadata, captions in mul…
C 69 5⁄5 ◉ ⏳ 90 45 — 19 80 98
8384
MoltyCel
MolTrust MCP Server ⚡ Claim 1
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, …
C 69 5⁄4 ◉ ⏳ 72 43 N/A 52 80 95
8385
progress-all
ACOMO MCP Server ⚡ Claim 1
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
C 69 5⁄5 ◉ ⏳ 72 82 — 51 80 49
8386
NitayRabi
FitBit MCP ⚡ Claim
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
C 69 5⁄5 ◉ ⏳ 60 71 — 49 81 83
8387
wowuz
PDF MCP Server ⚡ Claim 1
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
C 69 5⁄4 ◉ ⏳ 66 61 N/A 27 90 91
8388
twardoch
Captures comprehensive webpage screenshots with intelligent scrolling, text ext…
C 69 5⁄4 ◉ ⏳ 54 60 N/A 50 95 88
8389
openSVM
Provides access to Kalshi prediction market data with 23 tools for querying eve…
C 69 5⁄5 ◉ ⏳ 86 33 — 48 81 95
8390
J-Gal02
ClickSend MCP Server ⚡ Claim 1
This server enables AI models to send SMS messages and initiate Text-to-Speech …
C 69 5⁄5 ◉ ⏳ 78 45 — 37 81 96
8391
kinmeic
Roundtable Claim 1
A multi-role AI discussion system that enables users to manage diverse AI perso…
C 69 5⁄5 ◉ ⏳ 84 50 — 43 80 80
8392
Savastane
Provides vehicle data scraping from keplaca.com through the Model-Context Proto…
C 69 5⁄5 ◉ ⏳ 84 100 — 21 81 39
8393
SDILogin
Claude MCP server that enables secure access to browse and read Android project…
C 69 5⁄4 ◉ ⏳ 70 37 N/A 40 94 100
8394
oculairmedia
Ghost MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 5⁄5 ◉ ⏳ 63 68 — 33 77 99
8395
kunwarmahen
Podman MCP Server ⚡ Claim
Enables AI tools to manage containerized applications through Podman, supportin…
C 69 5⁄5 ◉ ⏳ 78 53 — 21 81 99
8396
tvergilio
Enables AI assistants to search and query Lucene/NRTSearch indexes using natura…
C 69 5⁄5 ◉ ⏳ 78 52 — 27 81 95
8397
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 5⁄5 ◉ ⏳ 51 68 — 43 81 99
8398
ssonthal
A Model Context Protocol server that integrates with Zerodha APIs for automated…
C 69 5⁄5 ◉ ⏳ 63 66 — 26 81 100
8399
Shameerpc5029
Notion MCP Server ⚡ Claim
Enables AI assistants to search, create, and manage Notion workspace content in…
C 69 5⁄5 ◉ ⏳ 72 68 — 21 80 91
8400
jsukup
Medium MCP Server ⚡ Claim 1
A protocol server that enables programmatic interaction with Medium's content e…
C 69 5⁄5 ◉ ⏳ 68 68 — 25 82 94
Showing 8351–8400 of 69070 servers
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