MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8951
Augmented-Nature
PubMed MCP Server Claim
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
C 68 55 84 83 30 81 45
8952
infinitimeless
LMStudio-MCP Claim
A bridge that allows Claude to communicate with locally running LLM models via …
C 68 54 60 41 N/A 51 92 99
8953
gts360
Django MCP Server Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 55 72 60 59 81 62
8954
aasm3535
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
C 68 55 72 53 27 81 98
8955
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
8956
Ghostseller
CastPlan MCP Claim
Provides AI assistants with persistent memory of your project architecture, dev…
C 68 55 86 28 68 81 75
8957
EmmanuelBarbosaMonteiro
Enables comprehensive web frontend debugging and analysis through DOM inspectio…
C 68 55 72 91 N/A 26 95 40
8958
shawnnygoh
ArXiv Scout Claim
Search and retrieve academic papers directly from arXiv with advanced query cap…
C 68 55 72 41 48 83 93
8959
yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
C 68 54 86 63 N/A 61 90 28
8960
markbustamante77
Playwright MCP Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 68 55 57 100 39 81 55
8961
sminnee
LSP MCP Server Claim
Provides code refactoring capabilities for TypeScript/JavaScript and Python thr…
C 68 55 90 75 N/A 21 95 40
8962
FreeRiverHouse
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
C 68 54 66 35 N/A 48 90 100
8963
sndani
A server that enables Claude AI to interact with Weaviate vector databases, sup…
C 68 55 78 48 40 81 89
8964
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 54 78 36 N/A 39 89 93
8965
tobs-code
cozo-memory Claim
Local-first memory system for AI agents with hybrid search and graph reasoning
C 68 54 84 40 N/A 56 95 58
8966
Diae-Louali
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through standard SQL o…
C 68 55 78 41 39 81 96
8967
makeplane
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
C 68 55 75 26 N/A 79 81 87
8968
VectorInstitute
MCP Goodnews Claim 1
A Model Context Protocol server that fetches and ranks positive news articles f…
C 68 55 51 57 70 81 89
8969
rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
C 68 54 78 37 N/A 36 90 90
8970
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8971
praveenc
Provides semantic search over AWS Cloudscape Design System documentation using …
C 68 54 70 33 N/A 46 95 97
8972 C 68 54 84 43 N/A 19 90 89
8973
wyattjoh
calendar-mcp Claim 1
MCP server for accessing macOS Calendar events
C 68 54 57 58 N/A 34 90 98
8974
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
8975
Teninq
cdisc-mcp Claim
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
C 68 55 72 46 32 84 100
8976
puran-water
Enables natural language control of anaerobic digestion modeling using the inte…
C 68 55 90 38 37 76 91
8977
dryeab
mcp-telegram Claim 2
MCP Server for Telegram
C 68 55 77 40 N/A 54 80 89
8978
mofumofu3n
Enables web search capabilities by integrating with the local gemini-cli tool. …
C 68 54 66 55 N/A 26 87 100
8979
efforthye
Advanced filesystem operations with large file handling capabilities and Claude…
C 68 64 100 60 0 69 87 96
8980
PatrikFehrenbach
h1-brain Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
C 68 54 70 35 N/A 47 90 95
8981
robinong79
A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…
C 68 55 84 52 40 67 89
8982
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8983
vignesh-codes
ai-agents-mcp-pg Claim 1
This repo is an extension of PostgreSQL MCP Server providing functionalities to…
C 68 55 79 45 N/A 33 74 100
8984
ekmungi
smart-search Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
C 68 54 82 33 N/A 27 94 95
8985
akave-ai
Akave MCP Server Claim
Enables AI models to interact with Akave's S3-compatible storage by providing t…
C 68 55 60 66 28 78 100
8986
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8987
quartz-labs-dev
pabal-web-mcp Claim 1
An MCP server for converting App Store Optimization (ASO) data from platforms l…
C 68 55 69 65 N/A 36 80 85
8988
Three-Little-Birds
Flappy MCP Server Claim
Enables running avian flight dynamics simulations through the Flappy simulator.…
C 68 55 54 70 N/A 49 95 69
8989
z23cc
Kagi MCP Server Claim 1
Enables integration with Kagi search engine services including web search, cont…
C 68 55 66 75 21 76 89
8990
marcos2872
A Model Context Protocol server built with NestJS that provides OAuth 2.1 authe…
C 68 55 63 68 27 81 94
8991
azer
Analyze React code locally, generate docs / llm.txt for whole project at once
C 68 54 84 50 N/A 25 84 87
8992
arrow2nd
tako-mcp Claim 1
An MCP server for the Octopus Energy Japan GraphQL API that allows users to ret…
C 68 55 65 62 34 76 100
8993
sushma9903
Provides real-world tools for weather data, stock market information, and inter…
C 68 55 72 52 24 81 100
8994
drsullivan13
An MCP server with integrated ATXP micropayment functionality that requires USD…
C 68 55 59 71 21 81 100
8995
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
8996
akashlomas
SonarQube MCP Claim
A lightweight MCP for SonarQube reports
C 68 55 76 65 35 81 73
8997
JuanPedroSosa
Weather MCP Server Claim
Provides tools to fetch real-time weather data from the National Weather Servic…
C 68 54 54 61 N/A 28 94 100
8998
giri-jeedigunta
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
C 68 55 78 100 N/A 20 84 36
8999
Cryptoptimiste
Haloscan MCP Server Claim 2
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
C 68 55 81 68 30 80 69
9000
michaelwaves
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Supports cre…
C 68 55 78 100 22 81 40
Showing 8951–9000 of 30006 servers
« Prev 1 178 179 180 181 182 601 Next »