MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6851
Dagudelot
Enables automatic weather information retrieval through a custom MCP server int…
B 71 55 78 61 23 81 100
6852
starlink-awaken
MCP OpenClaw Claim 2
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
B 71 55 69 55 64 76 92
6853
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
6854
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 55 72 66 32 81 98
6855
mcandiav
Qdrant MCP Server Claim
Enables storing and retrieving information using semantic search with Qdrant ve…
B 71 55 72 60 48 81 91
6856
Ripnrip
Gamifies your development environment with authentic Quake 3 Arena achievement …
B 71 55 78 67 34 81 87
6857
atarkowska
fastmcp-pdftools Claim 1
An MCP server that provides [describe what your server does]
B 71 55 29 82 N/A 64 95 90
6858
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
6859
matthiashuebner
Enables integration with Xentral ERP system through a Model Context Protocol se…
B 71 55 78 72 21 81 90
6860
yunusj
Provides security assessment methodology, tool documentation, and step-by-step …
B 71 55 56 72 50 81 94
6861
cristip73
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.…
B 71 55 68 70 31 81 95
6862
Kiln-AI
Kilntainers Claim
MCP server to give every agent an ephemeral Linux sandboxes for executing shell…
B 71 55 78 43 N/A 59 83 91
6863
bmorphism
Facilitates the creation of mathematical diagrams using natural language throug…
B 71 54 80 55 N/A 36 90 87
6864
michalnaka
A Model Context Protocol server that enables downloading and parsing Substack p…
B 71 55 75 100 N/A 22 95 45
6865
liiklin
A Model Context Protocol server that enables AI assistants like Cursor to direc…
B 71 55 65 100 47 81 51
6866
RyotaOzawa0
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
B 71 55 69 71 44 82 83
6867
AlexKissiJr
GitHub MCP Server Claim 1
Enables comprehensive interaction with the GitHub API, including file operation…
B 71 55 84 63 25 78 93
6868
johnzfitch
pyghidra-lite Claim 1
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async anal…
B 71 54 66 31 N/A 88 89 91
6869
progamesigner
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
B 71 55 68 52 58 83 93
6870
Hexpy-Games
Enables AI services like Claude and Cursor to remotely control a Mac by executi…
B 71 55 84 43 59 76 90
6871
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6872
poposnail61
mcp Claim 1
B 71 54 72 57 N/A 30 90 99
6873
ThinkyMiner
codetree Claim
Gives coding agents structured code understanding via tree-sitter with 23 tools…
B 71 54 78 35 N/A 54 95 93
6874
gedin-eth
Provides real-time college football game scores, betting odds, player statistic…
B 71 55 78 63 30 81 93
6875
acyment
Enables running Swift package tests through the swift test command in specified…
B 71 54 66 60 N/A 39 95 91
6876
imatrixme
PocketBase MCP Server Claim 2
Manage your PocketBase databases effortlessly. Perform advanced database operat…
B 71 55 86 62 N/A 39 71 88
6877
struktured-labs
mGBA MCP Server Claim
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
B 71 55 78 91 N/A 30 95 44
6878
WilcoKruijer
Bunq MCP Claim 1
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
B 71 55 65 67 46 77 96
6879
meimingqi222
Enables LLM agents to perform CRUD operations across multiple databases includi…
B 71 55 72 100 27 81 58
6880
BACH-AI-Tools
MCP Google Maps Claim
Provides access to Google Maps API functionality including places search, geoco…
B 71 55 78 62 32 81 93
6881
nbbaier
MCP-Turso Claim 1
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
B 71 55 63 70 45 76 100
6882
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
6883
nickzer0
MCP Debug Server Claim 3
An MCP server for debugging Windows processes using WinDbg and CDB. It enables …
B 71 55 81 91 N/A 21 90 54
6884
shubhamgrg04
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
B 71 55 80 66 28 80 88
6885
abushadab
A Model Context Protocol server that enables interaction with self-hosted Supab…
B 71 55 81 71 23 71 97
6886
sensuslab
ByteBot MCP Server Claim
Enables autonomous task execution and direct desktop computer control through B…
B 71 55 78 100 25 81 55
6887
Cyreslab-AI
FlightRadar Claim 2
Access real-time flight tracking and status information effortlessly. Get detai…
B 71 55 84 100 N/A 38 80 35
6888
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 55 72 66 29 81 100
6889
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 55 78 61 23 81 100
6890
Myangsun
Enables Claude to remember information about users across conversations by stor…
B 71 54 78 55 N/A 34 87 93
6891
mlava
Resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibc…
B 71 54 78 56 55 84 77
6892
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 54 78 55 N/A 21 95 91
6893
domdomegg
Shell Exec Claim
Execute bash commands with background job support.
B 71 54 74 53 N/A 57 77 92
6894
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
6895
araxiaonline
MySQL MCP Server Claim
A lightweight server for executing SQL queries and inspecting schemas across mu…
B 71 55 100 36 24 81 99
6896
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6897
FRESHSK
MCP Outlook Server Claim
Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…
B 71 55 66 70 30 81 100
6898
N3uraX
Tafa MCP Server Claim
A production-ready Model Context Protocol server that provides comprehensive fi…
B 71 54 54 65 N/A 41 95 99
6899
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
6900
neomody77
MCP Mail Organizer Claim
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
B 71 55 84 58 21 81 99
Showing 6851–6900 of 47066 servers
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