MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4951
jmtroller
US business bankruptcy data via MCP: search by name, EIN. Lookup docket items.
B 74 66 90 72 71 21 81 94
4952
tallpizza
Dooray MCP Server Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 55 94 60 29 81 90
4953
sdd330
An MCP-based service that enables AI models to seamlessly interact with Feishu …
B 74 55 68 67 56 80 98
4954
call518
MCP-PostgreSQL-Ops Claim
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performanc…
B 74 55 88 41 N/A 65 82 94
4955
momentohq
Momento MCP Server Claim
Enables interaction with Momento Cache to manage cache entries and perform admi…
B 74 55 62 67 64 80 97
4956
wrtnlabs
Calculator MCP Claim 1
A Model Context Protocol server that provides basic calculator functionality fo…
B 74 55 59 65 67 83 100
4957
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
4958
ampcome-mcps
Enables natural language interactions with CircleCI through Model Context Proto…
B 74 55 78 70 43 81 88
4959
akaramanapp
Weather MCP Server Claim
A Model Context Protocol server that provides AI agents with tools to retrieve …
B 74 54 72 65 30 94 100
4960
cfdude
Jira MCP Server Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 55 86 43 67 82 91
4961
chrisvin-jabamani
Enables Claude Desktop to read terminal command output by capturing commands pr…
B 74 54 78 58 N/A 32 92 99
4962
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4963
prakharpandey32
This is a code to an MCP server which enables students to sync their exams and …
B 74 54 76 66 N/A 24 95 98
4964
maxabrahamsson
Enables LLMs to manage a todo list application through the Model Context Protoc…
B 74 55 72 72 53 80 91
4965
jottinger
Jekyll MCP Server Claim
Indexes and searches Jekyll blog content, enabling AI assistants to search post…
B 74 54 78 51 N/A 43 95 97
4966
HivemindOverlord
Enables AI-powered Path of Exile 2 character optimization through natural langu…
B 74 55 96 41 56 81 88
4967
TimKJones
Webflow MCP Server Claim
Enables Claude to interact with Webflow's APIs, allowing access to site informa…
B 74 55 78 67 37 81 100
4968
kazuph
Enables interaction with Google Chrome tabs through the MCP protocol, allowing …
B 74 54 66 61 N/A 45 95 97
4969
allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server…
B 74 54 80 40 N/A 68 92 91
4970
guifelix
A server implementation that enables LLMs to programmatically manage tasks in T…
B 74 55 76 82 46 81 76
4971
monetizeyouragent-fun
AI agent monetization directory with 75+ entries. Search, filter, and discover …
B 74 55 64 86 39 81 95
4972
YachtsyAI
Provides AI-powered yacht and boat marketplace intelligence with access to 25,0…
B 74 55 72 70 51 81 91
4973
GeneralJerel
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 54 84 61 N/A 24 95 94
4974
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4975
nika-is-nika
Enables users to organize, search, and manage a shared library of prompts acros…
B 74 54 94 46 N/A 34 92 94
4976
rishikavikondala
AWS MCP Server Claim 2
A Model Context Protocol server implementation that enables Claude to perform A…
B 74 54 81 58 N/A 47 90 88
4977
raghupalash
Anki MCP Server Claim 1
Provides programmatic access to Anki flashcard operations through the AnkiConne…
B 74 54 84 57 N/A 24 94 100
4978
keith-hung
TimeCard MCP Claim 2
An MCP server that automates TimeCard timesheet management using Playwright bro…
B 74 55 69 67 47 82 99
4979
paulieb14
graph-polymarket-mcp Claim 1
MCP server for querying Polymarket prediction market data via The Graph subgrap…
B 74 54 67 52 N/A 69 87 99
4980
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4981
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 55 70 71 54 83 91
4982
eren-solutions
Security Auditor Claim
AI-powered code security auditor. Scans GitHub repos for vulnerabilities with O…
B 74 54 72 66 45 90 91
4983
rajbos
This server integrates with GitHub Advanced Security to load security alerts an…
B 74 55 80 61 41 82 100
4984
formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Co…
B 74 55 60 92 N/A 52 95 65
4985
tecnomanu
PAMPA Claim
Provides semantic code search and retrieval capabilities for AI agents, enablin…
B 74 55 84 43 85 82 79
4986
StudentOfJS
Converts Figma designs into React components with TypeScript and Tailwind CSS b…
B 74 55 72 70 50 80 94
4987
jason-chang
Converts FastAPI application OpenAPI documentation into MCP tools for AI assist…
B 74 55 78 67 60 81 79
4988
Nam088
A plugin-based MCP server that enables interaction with multiple databases (MyS…
B 74 55 78 62 51 81 92
4989
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4990
Porta048
AutoCAD MCP Server Claim 1
Enables users to control AutoCAD, GstarCAD, or ZWCAD through natural language v…
B 74 54 92 38 N/A 43 90 99
4991
n24q02m
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
B 74 54 72 61 81 81 80
4992
NimbleBrainInc
MCP Finnhub Server Claim
Provides comprehensive financial market data and news through the Finnhub API. …
B 74 55 84 43 69 83 94
4993
bunnyf
kicad-mcp-server Claim 1
MCP server for AI-assisted PCB design with KiCad 9.x
B 74 54 71 58 N/A 59 95 88
4994
ophydami
Enables AI-powered clinical decision support by integrating with athenahealth's…
B 74 55 84 68 29 81 95
4995
norbinsh
Provides Trivy security scanning capabilities through a standardized interface,…
B 74 54 90 53 N/A 31 87 95
4996
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
4997
swapnilsurdi
A comprehensive personal productivity server that manages projects, todos, cale…
B 74 55 92 82 68 76 43
4998
ozgureyilmaz
A Model Context Protocol (MCP) server for Polymarket prediction markets, provid…
B 74 55 86 31 76 82 99
4999
Augmented-Nature
Provides access to over 110 million chemical compounds with tools for chemical …
B 74 55 94 100 35 81 40
5000
hlee
FeedMob MCP Server Claim 1
Enables AI assistants to access the FeedMob Assistant Internal API for managing…
B 74 55 66 100 32 78 80
Showing 4951–5000 of 46053 servers
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