MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3901
airy10
GEDCOM MCP Server Claim
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
B 75 55 84 56 59 81 91
3902
CakeRepository
1password Claim 1
MCP server for 1Password service accounts — tools and resources for vaults and …
B 75 54 45 77 N/A 78 83 99
3903
uk0
Web Search MCP Claim
A high-performance search service that converts results from Google, Bing, and …
B 75 55 72 71 52 82 95
3904
privetin
Enables interaction with the Hugging Face Dataset Viewer API, allowing users to…
B 75 55 86 68 41 81 90
3905
shaleen-wonder-ent
Simple MCP Server Claim
A demonstration server implementing the Model Context Protocol (MCP) that provi…
B 75 54 84 60 N/A 25 95 98
3906
HayoDev
Safari DevTools MCP Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 44 57 N/A N/A 79 95 75
3907
odei-ai
ODEI MCP Server Claim
Provides access to ODEI's constitutional knowledge graph, AI safety guardrails,…
B 75 55 72 72 59 80 91
3908
jezweb
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
B 75 55 78 63 54 80 99
3909
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 55 88 100 42 81 49
3910
dbt-labs
dbt-mcp Claim
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
B 75 55 86 38 93 80 86
3911
limklister
A Model Context Protocol server that enables LLMs to perform web searches using…
B 75 55 73 65 49 83 100
3912
tkoba1974
MCP Kroki Server Claim 1
Converts diagrams (Mermaid, PlantUML, Graphviz, etc.) to SVG, PNG, PDF, or JPEG…
B 75 55 90 100 43 81 45
3913
rohitsingh-iitd
Provides a comprehensive interface to the Robinhood Crypto API for account mana…
B 75 54 94 42 44 87 99
3914
Combjellyshen
zotero-bridge Claim 2
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and mo…
B 75 54 75 63 N/A 54 88 89
3915
notbnull
A lightweight server that provides persistent memory and context management for…
B 75 54 78 62 N/A 44 92 92
3916
dwain-barnes
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
B 75 55 94 57 41 83 90
3917
Positronic-AI
MCP Dynamic Tools Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 54 84 58 N/A 37 95 90
3918
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
3919
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
3920
razorback16
A Node.js server that allows browsing Git repositories through MCP, providing t…
B 75 55 90 58 41 76 99
3921
konarkm
X Search MCP Claim
Enables searching X (formerly Twitter) using xAI's Responses API with support f…
B 75 55 72 75 50 81 94
3922
gbbirkisson
mcp-oda Claim 1
An MCP server for programmatically interacting with the Oda grocery shopping pl…
B 75 54 57 72 N/A 60 91 98
3923
GitHub30
note-mcp-server Claim 1
MCP server for note.com: create, edit and retrieve posts.
B 75 66 73 76 90 36 74 88
3924
shanewwarren
MCP-SST Claim 1
Enables monitoring and control of the SST development process by streaming dev …
B 75 54 94 52 N/A 31 89 95
3925
d3lta02
Prover MCP Claim 1
Enables AI assistants to control Succinct Prover Network operations on Sepolia …
B 75 54 84 68 N/A 21 90 98
3926
lucas-1000
Enables AI assistants to query glucose data from health storage APIs, providing…
B 75 55 100 66 22 81 90
3927
ihor-sokoliuk
MCP-SearXNG Claim 1
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
B 75 55 77 46 81 82 92
3928
arkapravasinha
Groww MCP Claim
Enable seamless integration of Groww platform data and tools with language mode…
B 75 54 72 75 N/A 25 95 99
3929
up2itnow0822
ReadyTrader-Stocks Claim
Enables AI agents to execute stock trading operations with built-in risk contro…
B 75 55 70 67 63 81 96
3930
donghae0414
Codex Gemini MCP Claim 2
A TypeScript-based MCP server that provides tools to interact with local Codex …
B 75 55 66 100 N/A 64 95 44
3931
ZackFairTS
Enables AI assistants to execute SQL queries against AWS Athena databases, chec…
B 75 55 84 55 56 81 93
3932
yihaoWang
Notion MCP Server Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 55 86 63 39 81 98
3933
crewhaus
validation Claim 1
AI startup idea validation by a specialized 9-agent crew.
B 75 55 90 91 N/A 32 95 50
3934
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
3935
vertexcover-io
linkedin-spider Claim
B 75 54 84 37 N/A 84 92 82
3936
weinerac
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
B 75 55 78 70 35 83 98
3937
dynamicendpoints
Interact with Microsoft Bookings seamlessly through the Microsoft Graph API. Ac…
B 75 54 78 66 N/A 23 95 100
3938
ryddle
Provides the current date and time in the user's timezone through a simple tool…
B 75 54 86 57 N/A 27 94 99
3939
ExpertVagabond
volcengine Claim 1
ByteDance Volcano Engine (Doubao) MCP server
B 75 54 90 41 N/A 50 90 99
3940
bencered
Enables AI assistants to interact with D2L Brightspace LMS, providing access to…
B 75 55 60 100 N/A 28 95 81
3941
hireshBrem
Rewrites coding prompts for optimal results with AI IDEs like Cursor by using C…
B 75 55 90 100 43 81 44
3942
za2keep
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases through tools f…
B 75 55 78 62 54 82 96
3943
liadgez
TickTick MCP Server Claim 1
A comprehensive Model Context Protocol server providing complete TickTick task …
B 75 55 94 82 46 80 59
3944
ShunsukeHayashi
Enables comprehensive management of TyranoStudio visual novel projects includin…
B 75 54 88 47 N/A 51 95 90
3945
yeakub108
A Cursor-compatible toolkit that provides intelligent coding assistance through…
B 75 54 80 61 N/A 40 95 90
3946
igorgarbuz
Enables AI assistants to control Spotify playback, manage playlists, search mus…
B 75 55 72 100 N/A 37 95 55
3947
localSummer
Task Manager MCP Claim
Enables intelligent task management with status tracking, dependency resolution…
B 75 54 88 58 N/A 29 95 92
3948
bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct in…
B 75 54 84 53 N/A 48 92 92
3949
WilliamLebrato
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
B 75 54 78 68 N/A 22 95 98
3950
kdqed
zaturn Claim
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
B 75 54 64 65 N/A 54 90 100
Showing 3901–3950 of 67181 servers
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