MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
auto-browse
Unbundle OpenAPI Specs MCP
C 61 55 68 82 41 81 20
12552
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12553
btomartelli
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
C 61 55 60 17 52 83 100
12554
isakskogstad
Provides access to Swedish Text-TV content from SVT including news, sports, wea…
C 61 66 94 61 0 28 83 94
12555
GoatWang
Enables transcription of YouTube videos in multiple languages through an MCP se…
C 61 55 60 42 25 82 91
12556
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12557
QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
C 61 54 60 47 N/A 26 84 83
12558
ghchen99
A Model Context Protocol server that provides programmatic control over MuseSco…
C 61 54 51 22 N/A 50 94 91
12559
WaiYanNyeinNaing
A minimal example server implementing the Model Context Protocol, providing add…
C 61 55 60 40 19 81 100
12560
cameronking4
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
C 61 66 72 68 0 44 81 100
12561
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12562
zhenzp
Fund MCP Server Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 55 57 61 36 80 67
12563
hongsw
A Model Context Protocol (MCP) server that allows AI agents like Claude to inte…
C 61 66 72 72 0 58 77 91
12564
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 55 60 43 23 81 91
12565
LiusCraft
A Model Context Protocol server that enables large language models to interact …
C 60 55 39 68 22 76 88
12566
ratchanonth60
A flexible Model Context Protocol server that enables LLMs to interact with dat…
C 60 55 60 31 34 81 91
12567
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12568
tmhr1850
Backlog MCP Server Claim
Provides access to Backlog API for project management, issue tracking, and file…
C 60 55 54 87 42 81 26
12569
nuin
AGR MCP Server Claim
Enables querying genomics data from the Alliance of Genome Resources across mod…
C 60 66 78 68 0 40 81 93
12570
ainote-dev
AI Note MCP Server Claim 1
A Model Context Protocol server that connects Claude Desktop to AI Note task ma…
C 60 66 69 66 0 55 81 93
12571
Myk3rinos
A simple server implementing the Model Context Protocol (MCP) that exposes pers…
C 60 55 60 82 N/A 22 95 22
12572
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12573
deploya-labs
AI-driven browser automation server that implements the Model Context Protocol …
C 60 55 54 82 N/A 41 95 19
12574
fondutech
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
C 60 55 60 43 19 78 91
12575
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12576
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12577
VoltScp
A Model Context Protocol server that enables Microsoft Copilot Studio to fetch …
C 60 54 45 17 N/A 51 94 100
12578
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
12579
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12580
vipcong816
dy-mcp Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
C 60 54 48 41 N/A 22 95 87
12581
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12582
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
C 60 55 36 100 N/A 23 95 35
12583
BrockReece
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
C 60 55 66 82 28 81 28
12584
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12585
rfteles97
Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jok…
C 60 55 60 17 47 81 100
12586
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12587
marioluciofjr
A Python application that automatically generates different types of mind maps …
C 60 54 60 12 N/A 42 95 90
12588
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12589
BioContext
PubChem-MCP Claim 1
An MCP server that provides tools for querying the PubChem database for detaile…
C 60 55 63 28 25 81 100
12590
DevAdalat
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
C 60 55 39 57 42 81 81
12591
srgsanky
A demo server that allows AI models to manage a personal reading list stored in…
C 60 54 48 27 N/A 35 91 99
12592
mlazag
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 60 55 48 45 26 81 95
12593
Nihilantropy
godot-mcp-docs Claim 1
MCP server for godot docs
C 60 54 41 32 N/A 40 95 97
12594
Steven-Luo
Enables AI-powered business intelligence and data analysis using pandas and LLM…
C 60 55 56 62 21 81 70
12595
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12596
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12597
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 66 72 73 0 42 81 91
12598
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12599
MaPa07
gong-mcp Claim
gong-mcp
C 60 55 84 57 25 81 37
12600
keertanachandar
AIE8-MCP Server Claim 1
An MCP server that provides web search capabilities through the Tavily API and …
C 60 55 39 61 24 81 92
Showing 12551–12600 of 30006 servers
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