MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8051
escenariosparalatransformacion
Enables humanitarian negotiators to analyze complex situations using proven met…
C 69 55 66 61 45 81 88
8052
tokusumi
wassden Claim
A Spec-Driven Development toolkit that transforms LLMs into development agents …
C 69 54 82 27 N/A 53 90 92
8053
hencydsouza24
A modular Model Context Protocol server implementation using Express.js that pr…
C 69 55 66 65 26 81 100
8054
samhyun
Apidog MCP Server Claim
Enables AI tools to search and explore API documentation from Apidog projects o…
C 69 55 90 42 27 81 91
8055
mitjaeichhorn
manus-mcp Claim 2
An MCP server that enables interaction with Google Drive through the Google Clo…
C 69 66 45 86 95 25 80 75
8056
AM1010101
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
C 69 55 78 52 27 81 100
8057
griifth
Provides browser automation and web scraping capabilities including page naviga…
C 69 54 72 53 N/A 24 95 93
8058
c0dr
Canteen MCP Claim 1
A Model Context Protocol server that provides structured access to canteen lunc…
C 69 55 65 55 47 83 92
8059
sarafina98
Gamma MCP Server Claim
Enables AI-powered generation of presentations, documents, and webpages through…
C 69 55 66 71 24 81 91
8060
go-delve
MCP server to communicate with DAP servers allowing AI Agents the ability to de…
C 69 54 84 33 N/A 58 92 75
8061
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8062
Captain-AI-Hub
IDA-MCP Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
C 69 54 54 43 N/A 66 95 93
8063
mdrafee03
Lokalise MCP Tool Claim 1
An MCP server that enables users to add translation keys to Lokalise projects u…
C 69 55 57 68 47 80 90
8064
kinmeic
Roundtable Claim 1
A multi-role AI discussion system that enables users to manage diverse AI perso…
C 69 55 84 50 43 80 80
8065
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8066 C 69 54 60 66 N/A 20 90 100
8067
GongRzhe
JSON MCP Server Claim 4
A Model Context Protocol server implementation that enables LLMs to query and m…
C 69 55 77 100 42 69 42
8068
1595901624
Crypto_MCP Claim 1
A Model Context Protocol server for AES encryption and decryption, supporting v…
C 69 54 51 55 N/A 58 90 96
8069
Legolasan
Enables Claude to interact with Snowflake data warehouses through natural langu…
C 69 55 78 47 43 76 97
8070
kpanuragh
SSH MCP Server Claim
Enables remote server management through SSH and SFTP, supporting command execu…
C 69 55 78 53 24 81 99
8071
GuilhermeAumo
MCP Nano Banana Claim
Enables image generation using the Google Gemini API through a simple text prom…
C 69 55 78 47 33 81 100
8072
recallnet
An MCP server that enables AI models like Claude to interact with the Trading S…
C 69 55 81 91 26 81 49
8073
dennisonbertram
MCP Anvil Tools Claim
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
C 69 55 84 61 33 80 77
8074
SDILogin
Claude MCP server that enables secure access to browse and read Android project…
C 69 54 70 37 N/A 40 94 100
8075
Jiansen
MCP Doctor Claim
Check and improve the contract quality of any MCP server — for humans, agents, …
C 69 54 78 27 N/A 50 95 95
8076
coskun45
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
C 69 54 84 41 N/A 21 95 93
8077
pashaydev
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
C 69 55 60 68 41 81 90
8078
YuchengMaUTK
Enables AI assistants to access World Cube Association speedcubing data includi…
C 69 55 76 33 58 81 99
8079
vicgarcia
Enables users to access and manage their Pinboard bookmarks directly through Cl…
C 69 55 80 51 30 81 95
8080
Lysander72
Playwright MCP Claim 1
Enables browser automation and web page interaction using Playwright's accessib…
C 69 55 54 100 56 81 46
8081
VikrantSingh01
adaptive-cards-mcp Claim
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
C 69 54 90 0 N/A 77 92 90
8082
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 55 79 52 20 81 100
8083
Ratnaditya-J
SpineFrame Claim 1
Governance runtime for AI agents with signed provenance, compliance audits, and…
C 69 55 96 0 N/A 78 81 96
8084
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 55 84 31 50 81 98
8085
hoium
Enables natural language interaction with JumpCloud environments to query users…
C 69 55 74 63 22 81 93
8086
ccq1
awsome kali MCPServers is a set of MCP servers tailored for Kali Linux
C 69 54 72 48 N/A 45 87 91
8087
Deploya-labs
Compose and send emails directly from your LLM applications without the hassle …
C 69 54 62 66 N/A 21 95 92
8088
maxyychen
MCP Sendmail Server Claim 1
Enables sending emails via SMTP with support for HTML content, attachments, bul…
C 69 55 92 40 21 80 99
8089
sorodriguezz
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
C 69 55 72 100 25 81 47
8090
hrrrsn
mcp-vnc Claim 1
An MCP server that allows AI agents to remotely control Windows, Linux, and mac…
C 69 55 71 75 67 81 46
8091
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 55 72 100 38 81 38
8092
aYon1997
Sends periodic system notifications to remind users to take breaks and move aro…
C 69 55 74 87 N/A 57 95 21
8093
j1c4b
Provides real-time stock data analysis, portfolio management, technical analysi…
C 69 55 84 53 19 81 94
8094
opsmill
infrahub-mcp Claim 1
An MCP server connects your AI assistants to Infrahub using the open MCP standa…
C 69 55 43 71 N/A 73 72 93
8095
Melostack
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
C 69 55 72 95 N/A 30 95 34
8096
Artin0123
Enables AI assistants to evaluate task complexity, verify package installation …
C 69 54 54 60 N/A 46 95 91
8097
stucchi
Domain Check Claim
Check domain availability across 500+ TLDs. Single and bulk checks with UI.
C 69 54 72 41 N/A 34 94 100
8098
alesanabriav7
Enables users to retrieve current weather information for any city location. Pr…
C 69 54 72 47 N/A 22 95 100
8099
qso-graph
hamqth-mcp Claim
HamQTH.com MCP server. Free callsign lookup, DX spots, RBN data, SAVP verificat…
C 69 54 78 41 N/A 38 92 92
8100
PierreGode
MCP Time Server Claim 1
Provides time and date functionality with support for multiple formats and time…
C 69 55 92 91 26 81 35
Showing 8051–8100 of 30006 servers
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