MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12351
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12352
judyfang0108
An MCP server for MySQL databases that enables schema exploration, query execut…
C 61 55 51 62 25 76 87
12353
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12354
maplehilllabs
mcp-limitless Claim 1
MCP server for Limitless Pendant — search, retrieve, and analyze lifelog record…
C 61 66 73 70 0 54 80 93
12355
honeybluesky
Unipile MCP Server Claim 1
Enables AI models to interact with messages from various messaging platforms (M…
C 61 66 84 65 0 36 81 97
12356
prem-research
Telegram MCP Server Claim 1
An MCP server that enables interaction with Telegram messaging platform, allowi…
C 61 54 45 50 N/A 24 90 95
12357
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 55 60 33 51 80 83
12358
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12359
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12360
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12361
revomkg
BMKG MCP Server Claim
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
C 61 55 54 31 42 80 100
12362
PaulGG-Code
Streamline ethical security testing with a curated set of Kali-based reconnaiss…
C 61 54 68 38 N/A 19 95 74
12363
BIFROTEK-com
Docker-deployable server that enables interaction with Supabase databases via H…
C 61 64 90 46 0 52 95 81
12364
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
12365
onlineprfoundation
Search PR agencies, browse publications, buy press release distribution & media…
C 61 55 76 0 50 81 98
12366
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12367
smhajimirzaei
An intelligent continuous integration server that provides automated Python cod…
C 61 55 60 31 37 81 93
12368
avxxoo
A powerful interface for extending AI capabilities through remote control, calc…
C 61 55 60 43 23 81 91
12369
gooapps
Integrates GitIngest to generate context files from public and private GitHub r…
C 61 55 48 57 25 81 88
12370
highlight-ing
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
C 61 55 72 33 13 81 94
12371
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12372
lorrylockie
Lark MCP Server Claim 1
A server that enables LLMs to interact with Lark/Feishu services, currently sup…
C 61 55 54 55 22 80 88
12373
ajragusa
perfsonar-mcp Claim 2
An MCP server for perfSONAR that enables querying historical network measuremen…
C 61 55 71 33 30 80 87
12374
chris-enea
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
C 61 55 48 68 21 81 81
12375
simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through t…
C 61 55 54 50 27 81 90
12376
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12377
hhw67865
This MCP server provides access to TripAdvisor data for planning vacations, ena…
C 61 55 60 35 38 81 89
12378
lloydzhou
Bitable MCP Server Claim
Provides access to Lark Bitable through the Model Context Protocol, allowing us…
C 61 55 76 32 26 76 87
12379
sunhuiowo
MCP_3 Claim
Provides paper search and management capabilities along with weather queries, d…
C 61 55 72 25 24 81 96
12380
Ansvar-Systems
hungarian-law-mcp Claim
Hungarian legislation via MCP — full-text search across statutes and provisions
C 61 66 90 36 0 71 82 93
12381
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12382
KronosWasTaken
Enables secure integration between GitHub and Jira with permission controls, al…
C 61 55 72 82 21 81 31
12383
craigsdennis
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
C 61 55 54 57 N/A 26 80 79
12384
discava
mcp-server Claim
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
C 61 55 72 10 50 81 94
12385
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12386
tunamsyar
A demo MCP server that enables users to interact with various tools through nat…
C 61 54 68 31 N/A 16 95 85
12387
faizan45640
An MCP server that enables AI assistants to access and interact with Google Cla…
C 61 55 45 68 45 76 72
12388
arturborycki
Enables secure interaction with Teradata databases through SQL queries, schema …
C 61 66 86 66 0 31 82 97
12389
RunLittleTurtle
Provides 15 core tools for managing Coda documents, tables, and rows through HT…
C 61 66 78 68 0 37 80 99
12390
jeong-sik
A server that enables AI models to access Kakao Map features (place search, add…
C 61 55 54 72 45 76 54
12391
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12392
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 66 96 67 0 19 81 89
12393
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12394
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12395
fahim-ux
Travel MCP Server Claim 2
A Model Context Protocol server that enables flight searching, booking, and pay…
C 61 54 45 57 N/A 27 82 89
12396
johnagan
MCP server that enables collection of data from BuildingLink, providing access …
C 61 55 62 47 60 81 55
12397
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12398
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12399
jhgaylor
A stateless Model Context Protocol server that implements a simple echo functio…
C 61 55 66 52 20 81 75
12400
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
Showing 12351–12400 of 33745 servers
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