MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12601
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12602
aglitch120
PubMed MCP Server Claim
Enables comprehensive biomedical literature research through PubMed database ac…
C 60 66 86 55 0 39 81 99
12603
QuentinCody
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
C 60 55 60 41 23 78 90
12604
Samarth2001
A Model Context Protocol server that enables Claude AI to interact with Gmail, …
C 60 55 45 41 34 81 98
12605
zajTools
MySQL-MCP Claim 2
A Model Context Protocol server that enables SQL query execution, database mana…
C 60 55 63 36 22 81 93
12606
tfiatlux
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 60 54 54 63 N/A 29 95 48
12607
szcharlesji
Real-time access to cryptocurrency data from the CoinMarketCap API.
C 60 66 82 65 0 37 83 90
12608
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12609
juandavidsernav
secop-mcp-server Claim
An MCP server to query Colombian public procurement data from SECOP I and II in…
C 60 54 42 46 50 81 87
12610
knustx
ITIS MCP Server Claim 1
Provides access to the Integrated Taxonomic Information System (ITIS) database …
C 60 66 96 53 0 32 80 93
12611
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12612
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
C 60 55 36 100 N/A 23 95 35
12613
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12614
fredpsantos33
iteratools Claim 1
40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen.…
C 60 66 90 63 0 32 77 92
12615
drdudda-org
A simple MCP server that provides current time in Korean timezone (KST) with mu…
C 60 55 60 100 25 81 15
12616
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12617
coffee-fuelled-code
mcp-pageshot Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
C 60 55 72 0 53 81 96
12618
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12619
letoribo
Enhanced MCP server for GraphQL with filtered introspection and full variable s…
C 60 64 54 71 0 54 95 92
12620
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12621
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12622
tnngnc
Provides access to Tastytrade historical price data via the Model Context Proto…
C 60 55 60 38 27 76 93
12623
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12624
salvisare
sensecritiq Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
C 60 54 54 42 N/A 20 83 93
12625
BrockReece
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
C 60 55 66 82 28 81 28
12626
serbansorin
Enables AI assistants to build and manage Filament admin panels by providing co…
C 60 55 60 82 30 81 35
12627
CoutinhoTTS
MCP Server Starter Claim
A basic structure to build and run local tools that support the Model Context P…
C 60 55 54 100 40 81 11
12628
mixelpixx
A persistent memory system for Large Language Models (LLMs) that enables contin…
C 60 55 60 70 N/A 42 95 22
12629
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12630
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12631
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12632
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12633
kukapay
crypto-rss-mcp Claim 1
An MCP server that aggregates real-time cryptocurrency news from multiple RSS f…
C 60 55 57 25 41 80 97
12634
y7ut
mcp-tavily-search Claim
Use Tavily Search to search for news pages or images.
C 60 55 64 23 46 81 87
12635
kaitoy
Enables searching NASA's image library and navigating results with an interacti…
C 60 55 82 0 54 70 98
12636
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12637
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12638
dufangshi
A TypeScript MCP server for launching, tracking, and managing external coding-a…
C 60 55 72 60 37 81 41
12639
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12640
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12641
king-of-the-grackles
AI-powered Reddit intelligence for market research and competitive analysis. Di…
C 60 66 88 43 0 57 80 94
12642
nuin
AGR MCP Server Claim
Enables querying genomics data from the Alliance of Genome Resources across mod…
C 60 66 78 68 0 40 81 93
12643
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12644
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12645
Webdev3-digi
fastalert-mcp Claim
C 60 64 78 67 0 24 95 89
12646
501336North
A hosted MCP server providing current time, date, and timezone conversion tools…
C 60 66 84 62 0 35 82 92
12647
3351163616
MCP PDF Reader Claim 1
Intelligent PDF processing server that automatically detects PDF types (text or…
C 60 55 60 82 N/A 24 95 23
12648
PhialsBasement
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
C 60 66 74 70 0 47 81 90
12649
VikasPrajapati1998
A Model Context Protocol server built with FastMCP that provides tools for retr…
C 60 54 39 33 N/A 45 90 99
12650
rhamsagar-sf
Enables semantic search and question-answering over FAQ documents using RAG (Re…
C 60 55 54 51 22 81 88
Showing 12601–12650 of 66495 servers
« Prev 1 251 252 253 254 255 1330 Next »