MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2851
TeamDay-AI
Connects AI assistants to SE Ranking's SEO and project management APIs to enabl…
B 77 55 90 66 50 82 89
2852
DanNsk
A knowledge graph memory server using SQLite to provide persistent, isolated co…
B 77 55 86 82 N/A 24 95 83
2853
Lspace-io
An open-source server implementing the Model Context Protocol (MCP) that enable…
B 77 55 100 68 27 77 98
2854
bretoreta
MariaDB MCP Server Claim
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
B 77 55 86 68 41 81 98
2855
clemensv
Avrotize Claim
Schema conversion and schema-driven code generation MCP server.
B 77 54 90 37 N/A 70 92 98
2856
TimHolden
Figma MCP Server Claim 2
Enables seamless interaction with Figma via the Model Context Protocol, allowin…
B 77 55 96 71 32 80 91
2857
forayconsulting
Make MCP Server Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 55 84 68 56 78 93
2858
cloudwarriors-ai
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
B 77 55 96 71 32 82 90
2859
shellsage-ai
Production-ready MCP server starter templates in TypeScript and Python. Include…
B 77 54 66 61 N/A 67 95 100
2860
hyunjae-labs
Enables Excel file manipulation through Microsoft's official COM automation int…
B 77 55 60 82 N/A 43 95 98
2861
Null-Phnix
Provides Claude with full access to Apple Calendar on macOS for event managemen…
B 77 55 90 100 N/A 30 95 51
2862
ashenud
MySQL MCP Server Claim 1
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
B 77 55 84 100 47 81 58
2863
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2864
agenticstore
agentic-store-mcp Claim 1
A collection of self-hosted, open-source tools that enable AI agents to perform…
B 77 55 66 100 53 81 79
2865
CryptoAPIs-io
mcp-address-latest Claim 1
MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addre…
B 77 66 81 76 94 42 74 83
2866
JiantaoFu
An MCP server that provides comprehensive market intelligence by analyzing data…
B 77 55 57 100 52 81 94
2867
ssoma-dev
Enables AI assistants like Claude to interact with Lychee Redmine project manag…
B 77 55 84 77 30 83 99
2868
kushal45
Gmail MCP Server Claim
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
B 77 55 90 63 51 81 94
2869
vjouenne76
A basic starter project for building Model Context Protocol (MCP) servers that …
B 77 54 90 67 N/A 19 95 100
2870
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2871
eunsang284
Enables interaction with EPICS (Experimental Physics and Industrial Control Sys…
B 77 54 84 60 N/A 37 95 99
2872
darrenjrobinson
hibp Claim
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API
B 77 54 82 71 N/A 55 81 92
2873
nghizas
grounded-mcp Claim
Provides real-time data for package versions, download counts, and cloud servic…
B 77 55 66 82 45 95 92
2874
ChiragPatankar
An AI-powered server that provides rapid debugging of server logs with actionab…
B 77 55 94 58 52 81 95
2875
SimplyMinimal
fleet-mcp Claim 3
An MCP server that provides tools for managing and monitoring your Fleet Device…
B 77 54 65 71 N/A 82 83 88
2876
cyanheads
Enables LLMs to conduct dynamic, conversational surveys with skip logic, sessio…
B 77 54 75 72 58 81 98
2877
florinel-chis
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
B 77 54 88 61 N/A 32 94 96
2878
kaiye
MCP Fetch Page Claim
Enables browser-based web page fetching with automatic cookie management and CS…
B 77 54 84 53 N/A 61 90 94
2879
gwyer
Provides real-time weather data from Open-Meteo API and enables creating and re…
B 77 55 90 66 37 81 100
2880
Enreign
Freshdesk MCP Server Claim 1
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
B 77 55 96 68 55 80 76
2881
felipfr
A powerful Model Context Protocol server for LinkedIn API integration
B 77 54 66 70 N/A 64 92 92
2882
JedPattersonn
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
B 77 55 90 66 41 81 98
2883
xytangme
NeoDB MCP Server Claim 1
Enables interaction with NeoDB, a social book cataloging service, by providing …
B 77 55 96 63 35 80 100
2884
bolivian-peru
baozi-mcp Claim
68 tools for AI agents to interact with Solana prediction markets on Baozi.bet
B 77 55 66 75 N/A 58 95 89
2885
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
2886
SDiamante13
Learning Hour MCP Claim 1
An MCP server that generates comprehensive Learning Hour content for Technical …
B 77 55 79 72 55 81 92
2887
jitbit
jitbit-helpdesk Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 44 73 N/A N/A 55 83 94
2888
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2889
davidteren
claude-server Claim
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
B 77 54 94 58 N/A 26 95 100
2890
mrgizmo212
Provides persistent agent workspaces with MongoDB storage for file management a…
B 77 66 84 66 96 24 82 97
2891
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 54 71 68 N/A 49 95 97
2892
agentify-sh
MCP server that enables AI tools to control local browser sessions for ChatGPT,…
B 77 54 72 68 N/A 58 95 89
2893
aafsar
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
B 77 55 94 65 28 82 100
2894
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
2895
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2896
lignertys
reddit-insights-mcp Claim 1
AI-powered Reddit search. Search millions of posts, explore subreddits, discove…
B 77 54 96 61 N/A 30 92 91
2897
tuannvm
OAuth 2.1 authentication library for Go MCP servers
B 77 54 84 43 N/A 76 95 91
2898
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2899
dejo1307
archmcp Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
B 77 54 84 56 N/A 56 95 90
2900
jhl8041
Dooray MCP Server Claim 1
Enables integration with Dooray project management platform, allowing users to …
B 77 55 78 72 49 80 100
Showing 2851–2900 of 59573 servers
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