MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10751
adhikasp
mcp-linkedin Claim 1
A Model Context Protocol (MCP) server that provides tools to interact with Link…
C 64 54 66 37 N/A 42 87 88
10752
TencentCloudBase
CloudBase MCP Claim
Bridges AI IDEs with Tencent CloudBase for seamless deployment, enabling users …
C 64 64 94 38 0 86 95 80
10753
p-poss
DJ Claude Claim
A music MCP server enabling multi-agent collaboration where AI agents jam toget…
C 64 64 96 46 0 50 95 93
10754
SuperPyonchiX
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to freely operate Excel …
C 64 54 45 67 N/A 39 89 80
10755
Y4NN777
DevLens MCP Claim
An open-source MCP server that provides AI assistants with structured, token-ef…
C 64 55 72 37 29 80 97
10756
jon-fox
Agentic-Investor Claim
Provides comprehensive financial analysis and real-time market data including s…
C 64 55 68 63 48 81 55
10757
ZyrticX
N8N MCP Server Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 55 72 42 21 81 97
10758
santosh-ksharma
Weather MCP Server Claim
Provides weather forecast and alert information from the National Weather Servi…
C 64 54 64 33 N/A 25 92 100
10759
EmilyThaHuman
A Model Context Protocol server deployed on Cloudflare Workers that enables int…
C 64 55 49 57 32 80 100
10760
wesleyyeung
Enables querying and modifying PostgreSQL databases through MCP tools with read…
C 64 55 72 43 19 81 93
10761
whdghk1907
Provides comprehensive statistics and advanced analysis tools for the Korean st…
C 64 55 78 68 21 81 57
10762
mb-dev
Enables Claude to see and interact with any macOS application using natural lan…
C 64 54 54 33 N/A 50 95 89
10763
TonybotNi
Doctah-MCP Claim
Enables AI assistants to search and access Arknights game data including operat…
C 64 55 76 33 42 81 82
10764
hsgui
Enables recording, querying, and summarizing daily work entries with tags using…
C 64 54 54 58 N/A 22 95 84
10765
IncomeStreamSurfer
Provides tools for generating and editing images using OpenAI's gpt-image-1 mod…
C 64 55 60 51 36 81 88
10766
MediocreTriumph
A comprehensive toolkit that enables automated interaction with Cisco Modeling …
C 64 55 74 38 22 80 96
10767
willianmarcel
MCP Weather Server Claim 1
Provides real-time weather data and 5-day forecasts using OpenWeatherMap API. S…
C 64 55 72 43 21 80 93
10768
croakingtoad
Crawls and indexes documentation websites to Supabase with vector embeddings fo…
C 64 55 66 36 39 81 96
10769
enkryptai
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
C 64 54 54 52 N/A 35 87 88
10770
AndrewKlement
A lightweight server that enables AI clients to access and analyze real-time da…
C 64 54 56 30 N/A 43 92 100
10771
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
10772
DXC-Lab-Linkage
Enables interaction with PostgreSQL databases through both HTTP and Stdio trans…
C 64 55 72 43 24 81 94
10773
BACH-AI-Tools
Enables access to Semrush Keyword Magic Tool API for SEO keyword research, incl…
C 64 55 56 100 45 78 30
10774
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
10775
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
10776
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
10777
Wildebeest
MCP PDF Forms Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 55 72 33 28 80 99
10778
ElSrJuez
Provides long-term memory for chatbots through a TinyDB-backed MCP server. Enab…
C 64 55 68 27 42 81 100
10779
harishivam1411
A demonstration implementation of a Model Context Protocol server that provides…
C 64 54 66 33 N/A 21 95 100
10780
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
10781
SalmanFaris7
Provides secure access to Kali Linux penetration testing tools including nmap, …
C 64 54 68 36 N/A 21 95 94
10782
MGS-sails
MGnify MCP Server Claim
Enables interaction with MGnify metagenomics resources and tools through the Mo…
C 64 55 62 71 22 81 72
10783
ferocknew
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
C 64 54 66 43 N/A 21 95 85
10784
you0best
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
C 64 54 54 70 N/A 26 95 63
10785
YomenStyle
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
C 64 54 67 28 N/A 35 95 92
10786
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
10787
musaceylan
Enables AI assistants to track global food prices, search products by barcode o…
C 64 55 70 32 32 82 99
10788
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
10789
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 66 96 62 0 40 81 98
10790
txn2
mcp-trino Claim 1
MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.
C 64 64 79 41 0 87 95 94
10791
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10792
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
10793
hung-ngm
coles-woolworths Claim
Exposes api data
C 64 55 48 55 46 81 91
10794
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
10795
bitget-wallet-ai-lab
Exposes Bitget Wallet's ToB API to AI agents for querying multi-chain token dat…
C 64 55 66 40 51 76 89
10796
theYahia
pochta-russia-mcp Claim 2
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, …
C 64 44 41 N/A N/A 62 95 63
10797
husamabusafa
A Model Context Protocol server that enables AI agents to dynamically interact …
C 64 55 45 73 22 81 91
10798
NgoQuocViet2001
Enables reading and extracting structured data from Google Docs and Sheets, inc…
C 64 55 72 40 27 82 92
10799
MacromNex
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
C 64 55 72 35 28 81 98
10800
creatorrmode-lead
avp-sdk Claim
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
C 64 55 78 0 67 81 99
Showing 10751–10800 of 50103 servers
« Prev 1 214 215 216 217 218 1003 Next »