MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
10502
sapientpants
DeepSource MCP Server Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 55 81 41 79 84 40
10503
onepunchtechnology
tinify-ai Claim 1
MCP server for Tinify image optimization — one tool, max optimization
C 65 64 69 71 0 65 95 98
10504
hasmcp
hasmcp-ce Claim
HasMCP Community Edition
C 65 54 92 43 N/A 50 90 41
10505 C 65 54 72 71 N/A 25 91 49
10506
aakashrshah
Enables interaction with Aha! product management platform through GraphQL API. …
C 65 55 68 43 34 81 93
10507
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
10508
tistaharahap
Binance MCP Server Claim
Enables interaction with Binance cryptocurrency exchange through API integratio…
C 65 55 60 57 18 81 100
10509
MarveleE
RAP2 MCP Server Claim
Enables AI assistants to access and search RAP2 API documentation, allowing use…
C 65 55 80 75 51 81 28
10510
trevorwelch
Provides access to Fathom meeting recordings, enabling users to list meetings w…
C 65 55 68 42 30 82 96
10511
alexandru2882
Enables fetching visible text content and extracting all links from web pages t…
C 65 55 66 82 N/A 18 95 45
10512
SamDreamsMaker
facturx-mcp Claim 1
An MCP server for electronic invoicing that enables generating, validating, and…
C 65 55 75 82 33 81 38
10513
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 55 60 50 38 81 93
10514
kimjungyeol
A server implementation for the Model Context Protocol (MCP) that allows Claude…
C 65 54 72 58 N/A 23 95 63
10515
Sunwood-ai-labs
This TypeScript-based MCP server enables users to manage and summarize text not…
C 65 55 78 67 21 80 66
10516
MoralisWeb3
Moralis MCP Server Claim
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
C 65 55 84 57 50 81 44
10517
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
10518
instructa
A Model Context Protocol implementation for managing and serving AI prompts wit…
C 65 54 68 50 N/A 22 95 82
10519
sergey-fintech
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
C 65 55 72 91 16 81 46
10520
huanongfish
ArXiv MCP Server Claim 1
Enables AI assistants to search and access arXiv research papers through a simp…
C 65 55 78 74 43 81 38
10521
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10522
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
10523
ishaangupta-YB
A template for deploying custom MCP servers on Cloudflare Workers without authe…
C 65 55 56 70 24 81 83
10524
XiangWanggithub
Enables AI assistants to manage Gmail accounts through natural language for tas…
C 65 55 60 43 43 80 100
10525
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 54 60 38 N/A 45 95 86
10526
dreyfus92
An MCP server that provides AI assistants with access to Astro documentation, e…
C 65 54 63 40 N/A 20 95 100
10527
r3-yamauchi
Enables safe management of MCP server configuration files for AWS Q Developer a…
C 65 54 54 72 N/A 41 92 58
10528
scarletlabs-ai
Votars MCP Claim
Votars is the world's smartest multilingual meeting assistant, designed for voi…
C 65 55 62 57 16 82 98
10529
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10530
BACH-AI-Tools
Calculator MCP Claim
Provides mathematical computation capabilities including basic arithmetic opera…
C 65 55 80 36 27 81 91
10531
jlankellii
Star MCP Claim
A comprehensive Model Context Protocol service providing zodiac information que…
C 65 55 72 100 33 81 23
10532
berlinbra
A Model Context Protocol server for reading and analyzing binary files, with in…
C 65 54 75 41 N/A 16 95 87
10533
xander557
A template for deploying unauthenticated MCP servers on Cloudflare Workers that…
C 65 54 48 68 N/A 27 95 82
10534
dongri
LGTM Claim
Fetch random LGTM (Looks Good To Me) images for use in code reviews and develop…
C 65 55 78 87 N/A 25 81 35
10535
TheValverde
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
C 65 54 57 41 N/A 39 95 90
10536
worbsmse1029-cpu
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 54 66 65 N/A 27 95 58
10537
fnlearner
Fetches and structures Ant Design v4 component documentation into JSON format, …
C 65 54 42 51 N/A 46 95 94
10538
uddin-rajaul
A powerful Model Context Protocol (MCP) server that analyzes, optimizes, and su…
C 65 55 76 30 N/A 40 84 90
10539
Coykto
Debug MCP Claim 1
A debugging gateway for distributed systems that provides 17 tools for interact…
C 65 55 72 33 49 78 93
10540
cnguyen14
A web scraping server that retrieves product information (name, price, URL, ima…
C 65 55 76 38 23 81 100
10541
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10542
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10543
pgiles
Enables weather lookups, mathematical calculations, and context-aware operation…
C 65 55 60 57 18 81 99
10544
gotalab
A server that enables executing and validating SQL queries against Google BigQu…
C 65 55 60 100 20 81 47
10545
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10546
ravikant1918
Upstox MCP Server Claim 1
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
C 65 55 57 43 N/A 61 80 88
10547
0x-Professor
CTFtime MCP Server Claim
Provides programmatic access to CTFtime.org data for retrieving information abo…
C 65 55 72 35 29 81 100
10548
aldrin-labs
Metal MCP Server Claim 1
Enables interaction with the Metal Framework by providing documentation search …
C 65 55 78 53 13 80 89
10549
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10550
RahulRana0707
MCP Server Claim
A TypeScript implementation of Model Context Protocol that provides integration…
C 65 54 62 58 N/A 24 95 78
Showing 10501–10550 of 30006 servers
« Prev 1 209 210 211 212 213 601 Next »