MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2001
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
2002
gosodax
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
B 78 66 75 70 89 49 81 99
2003
LayeSec006
pentest-mcp-server Claim
MCP server for penetration testing
B 78 55 92 61 N/A 49 81 98
2004
artemsvit
Figma MCP PRO Claim
Professional Model Context Protocol server that enables AI-optimized Figma desi…
B 78 55 84 72 54 81 92
2005
DSado88
A simple MCP server that provides accurate date and time information to Claude …
B 78 55 72 100 22 81 100
2006
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2007
wrbtc
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
B 78 66 67 86 96 33 81 95
2008
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2009
lev-corrupted
Travel MCP Server Claim
A comprehensive travel aggregation server that enables AI assistants to search …
B 78 55 100 52 53 81 97
2010
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 54 88 60 N/A 52 95 88
2011
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
2012
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2013
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2014
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2015
bilims
mcp-sqlserver Claim
A Model Context Protocol (MCP) server that enables AI agents to interact with M…
B 78 55 86 68 46 81 100
2016
subspace-lab
matlab-mcp-server Claim
Matlab MCP Server in python
B 78 54 86 58 N/A 54 95 92
2017
themotionmachine
OmniFocus-MCP Claim 1
Let LLMs interface with your tasks and projects through the Model Context Proto…
B 78 55 88 100 N/A 42 90 52
2018
StanleyChanH
VLLM MCP Server Claim
Enables text-only models to process images and other media formats by providing…
B 78 55 78 82 49 81 94
2019
ichbinder
Enables AI assistants to discover, monitor, and control ZigBee smart home devic…
B 78 55 90 67 42 81 99
2020
rog0x
mcp-cache-tools Claim
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
B 78 44 76 40 95 91
2021
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2022
DavidGreigQC
Enables Claude to read and search through iMessage, SMS, and RCS conversations,…
B 78 55 78 75 N/A 44 95 90
2023
mlorentedev
pdf-modifier-mcp Claim
Enables AI assistants to natively read, edit, and redact PDF documents in place…
B 78 54 66 63 N/A 81 95 90
2024
ferryzhao-eng
leiga-mcp-server-test Claim 1
B 78 54 78 71 N/A 44 90 98
2025
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2026
krulewis
tokencast Claim
Pre-execution cost estimation for LLM agent workflows with calibration learning
B 78 44 67 N/A N/A 51 95 96
2027
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
2028
pydantic
MCP Run Python Claim
Enables secure execution of Python code in a sandboxed WebAssembly environment …
B 78 55 86 55 79 81 92
2029
nstrayer
Enables AI assistants to execute predefined developer commands and manage long-…
B 78 54 100 53 N/A 39 95 88
2030
shopper-context-protocol
SCP Local MCP Server Claim 1
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
B 78 55 78 100 N/A 43 95 60
2031
timergy-app
Timergy Claim
Create scheduling polls, vote, and finalize times from AI agents.
B 78 54 75 80 N/A 34 95 96
2032
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 55 100 42 N/A 75 81 93
2033
nearai
NEAR MCP Claim
Interact with the NEAR blockchain through MCP calls
B 78 55 86 58 76 78 95
2034
aringadre76
Enables comprehensive academic research by searching and analyzing papers from …
B 78 55 88 68 59 81 86
2035
RonsDad
Enables cloud browser automation using Browserbase and Stagehand to interact wi…
B 78 55 90 71 45 81 91
2036
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
2037
Stig-Johnny
cutie-mcp Claim
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
B 78 55 94 67 37 81 97
2038
EvilFreelancer
openapi-to-mcp Claim 1
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
B 78 55 90 68 N/A 59 81 86
2039
CodeLogicIncEngineering
codelogic-mcp-server Claim 2
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
B 78 54 81 63 N/A 82 81 87
2040
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2041
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2042
rohanraja
Web Search MCP Server Claim 1
Enables free web searching using Google search results without the need for API…
B 78 54 90 71 N/A 21 90 100
2043
ARadRareness
mcp-registry Claim 1
A central registry and HTTP interface for coordinating Model Context Protocol (…
B 78 54 90 61 N/A 40 87 100
2044
RoleModel
optics-mcp Claim 1
MCP Server for Optics Design System documentation and token usage.
B 78 54 71 52 N/A 77 95 98
2045
jsebgiraldo
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
B 78 55 84 71 49 80 98
2046
theletterf
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
B 78 55 72 75 N/A 46 95 96
2047
morsa-dev
mb-mcp Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
B 78 55 69 100 38 81 94
2048
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2049
corbat-tech
coding-standards Claim
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
B 78 55 46 100 N/A 55 95 93
2050
crunchtools
MCP Gitlab Claim
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
B 78 55 66 82 N/A 51 95 94
Showing 2001–2050 of 67181 servers
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