MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12701
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12702
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12703
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12704
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
12705
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12706
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
C 60 55 36 100 N/A 23 95 35
12707
clarsbyte
Enables interaction with Piazza to fetch posts and course information directly …
C 60 55 54 43 22 80 94
12708
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12709
easychen
Keynote-MCP Claim 2
A Model Context Protocol server that enables AI assistants to control Apple Key…
C 60 64 75 56 0 57 89 89
12710
chenningling
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
C 60 54 60 33 N/A 26 95 82
12711
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12712
Ak-9647
A Model Context Protocol server that allows AI assistants like Claude to intera…
C 60 55 51 42 27 81 96
12713
Racy324
Weather MCP Server Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 55 54 31 42 81 94
12714
Samarth2001
A Model Context Protocol server that enables Claude AI to interact with Gmail, …
C 60 55 45 41 34 81 98
12715
3351163616
MCP PDF Reader Claim 1
Intelligent PDF processing server that automatically detects PDF types (text or…
C 60 55 60 82 N/A 24 95 23
12716
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 55 56 82 N/A 19 95 31
12717
JackKuo666
medRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
C 60 55 70 30 16 83 93
12718
jbdamask
A Model Context Protocol server that enables AI assistants to explore and inter…
C 60 54 61 31 N/A 23 89 88
12719
aharvard
Enables interactive restaurant discovery and ordering through a synthetic comme…
C 60 66 72 73 0 42 81 91
12720
JackKuo666
Sci-Hub MCP Server Claim
Enables AI assistants to search for academic papers by DOI, title, or keywords …
C 60 55 64 30 19 81 100
12721
coffee-fuelled-code
mcp-pageshot Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
C 60 55 72 0 53 81 96
12722
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12723
WildDataX
Suppr MCP Claim
Enables document translation across multiple languages and AI-powered semantic …
C 60 66 84 68 0 30 81 93
12724
sockcymbal
Enables AI assistants to interact programmatically with Autodesk Fusion 360 for…
C 60 55 66 41 20 81 85
12725
Dosugamea
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
C 60 55 48 100 41 81 22
12726
linxd5
Weather MCP Server Claim
Provides real-time weather data and current conditions for major Chinese cities…
C 60 55 54 31 42 83 92
12727
tfiatlux
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 60 54 54 63 N/A 29 95 48
12728
mateusribeirocampos
NPM MCP Server Claim 1
A Model Context Protocol server that allows AI models to fetch detailed informa…
C 60 55 53 55 28 78 80
12729
bkoseda
Chess MCP Server Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 55 56 82 24 81 44
12730
QuentinCody
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
C 60 55 60 41 23 78 90
12731
JackKuo666
Weather-MCP-Server Claim
This is a Model Context Protocol (MCP) server that provides weather information…
C 60 55 60 31 23 81 100
12732
DuttaAyush
MCP Server Demo Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 54 54 31 N/A 21 95 92
12733
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12734
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12735
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12736
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12737
byulsi
Enables AI models to search and read Notion pages by keyword or ID, allowing us…
C 60 55 66 40 26 82 78
12738
xpqz
APLCart MCP Server Claim 2
An MCP server providing access to the APLCart idiom collection with semantic se…
C 60 55 53 32 36 81 100
12739
aubreyhayes47
sci-calc-mcp Claim
sci_calc_mcp is a lightweight, high-performance Model Context Protocol (MCP) se…
C 60 54 38 30 N/A 44 95 100
12740
VaishnaviK23
Trading MCP Server Claim
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
C 60 55 60 22 36 82 100
12741
Traia-IO
An MCP server that enables AI agents and LLMs to interact with the Test MCP Ser…
C 60 55 57 41 24 81 93
12742
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
12743
Ansvar-Systems
spanish-law-mcp Claim
Spanish legislation via MCP — full-text search across statutes and provisions
C 60 64 90 36 0 45 95 91
12744
HeetVekariya
Linear Regression MCP Claim 1
An MCP server that enables Claude to train a linear regression model by simply …
C 60 54 47 40 N/A 24 92 92
12745
kukapay
nft-analytics-mcp Claim 1
An MCP server that delivers NFT collection analytics powered by data from Dune …
C 60 55 45 40 38 81 96
12746
nishant-Tiwari24
A Multi-Server Control Plane system that enables natural language querying of j…
C 60 55 72 28 18 81 91
12747
Subconscious-ai
mcp-subconscios Claim
Run conjoint experiments and causal research through AI powered behavioral simu…
C 60 64 90 41 0 36 95 93
12748
HeloyoM
mcp-server-test Claim
C 60 55 36 100 N/A 17 95 37
12749
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12750
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
Showing 12701–12750 of 56925 servers
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