MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12251
jhgaylor
A utility that integrates Model Context Protocol (MCP) into Express application…
C 61 55 72 33 42 82 70
12252
zzstoatzz
A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers…
C 61 55 48 66 21 81 84
12253
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12254
kira-autonoma
devtools Claim
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API…
C 61 54 66 0 N/A 55 92 98
12255
rickydata-indexer
An MCP server that connects to your Notion knowledge base, allowing you to quer…
C 61 55 39 67 15 80 100
12256
maratsarbasov
Flights MCP Claim
Flights MCP
C 61 66 76 72 0 43 81 91
12257
es617
obsidian-sync-mcp Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 55 82 0 N/A 77 56 100
12258
kukapay
modbus-mcp Claim 1
An MCP server that standardizes and contextualizes industrial Modbus data.
C 61 54 45 35 N/A 43 95 91
12259
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12260
sapangupta63
MCP Selenium Server Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 55 45 82 N/A 44 89 39
12261
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12262
bharathvaj-ganesan
whois-mcp Claim 1
MCP Server for whois lookups.
C 61 55 47 82 N/A 46 81 42
12263
Kentaro121
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 61 55 48 68 24 81 78
12264
Praeses0
Lutris MCP Server Claim
Enables AI assistants to browse, search, and manage a Lutris Linux gaming libra…
C 61 54 68 0 N/A 56 91 97
12265
ingero-io
Ingero Claim
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugg…
C 61 54 68 0 N/A 59 89 93
12266
itsphily
MCP Generix Claim
Provides semantic search and management of shared documentation using ChromaDB …
C 61 54 54 31 N/A 29 90 99
12267
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12268
btomartelli
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
C 61 55 60 17 52 83 100
12269
curtis-d-williams
A deterministic, network-free MCP server for validating repository release hygi…
C 61 54 54 22 N/A 50 95 90
12270
wangtsiao
Access real-time trending content from the Chinese internet. Connect your AI mo…
C 61 54 45 55 N/A 25 95 78
12271
HundunOnline
MCP Metaso Claim 1
A Model Context Protocol server that enables Claude and compatible AI assistant…
C 61 55 47 46 57 80 79
12272
airatech
Enables searching for Auckland public transport stops and retrieving real-time …
C 61 55 62 20 42 81 100
12273
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12274
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12275
mikeysrecipes
Aiven MCP Server Claim 1
A Model Context Protocol server that provides access to Aiven's managed service…
C 61 54 39 30 N/A 44 95 100
12276
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 55 48 65 22 81 82
12277
tienan92it
A Model Context Protocol server that exposes Binance cryptocurrency exchange da…
C 61 55 51 41 39 82 93
12278
docker-hackerxbt68
Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Con…
C 61 66 72 68 0 53 81 93
12279
morimorig3
Overwatch2 MCP Server Claim 1
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
C 61 55 63 82 23 81 41
12280
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12281
onurpolat05
n8n-asistans Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 55 54 31 44 81 96
12282
madhurprash
This server enables interaction with PostgreSQL databases through the Model Con…
C 61 54 66 22 N/A 25 95 89
12283
kikumoto
A Model Context Protocol server that enables secure remote tool connections via…
C 61 54 45 62 N/A 26 90 75
12284
cameronking4
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
C 61 66 72 68 0 44 81 100
12285
receptopalak
PostGIS MCP Server Claim 1
A server application that provides PostGIS database connection using Model Cont…
C 61 55 72 75 24 81 34
12286
nebula-contrib
A Model Context Protocol server implementation that enables LLMs to interact wi…
C 61 55 53 21 64 81 93
12287
sinanuozdemir
An introduction to the world of AI Agents
C 61 54 68 17 N/A 32 87 97 JU
12288
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12289
kwanGDss
Bizinfo MCP Server Claim
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
C 61 55 66 82 26 81 37
12290
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12291
Files-com
python-mcp Claim
Securely give LLMs controlled access to real-world operations inside your Files…
C 61 64 76 67 0 49 83 91
12292
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12293
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12294
fedekrenn
Weather MCP Server Claim
Enables users to get current weather information for any city using the Open-Me…
C 61 55 48 50 30 81 93
12295
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12296
choi20201101
Provide access to Naver DataLab data through an MCP server interface, enabling …
C 61 54 32 67 N/A 39 92 77
12297
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 55 48 68 21 81 81
12298
ahmad-act
A centralized employee leave management system that allows users to check leave…
C 61 54 64 25 N/A 18 92 100
12299
slouchd
MCP server for interacting with the CyberChef server API which will allow an MC…
C 61 55 37 53 48 82 88
12300
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
Showing 12251–12300 of 33745 servers
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