MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12301
jeong-sik
A server that enables AI models to access Kakao Map features (place search, add…
C 61 5⁄5 ◉ ⏳ 54 72 — 45 76 54
12302
intigration
OPC UA MCP Server ⚡ Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 5⁄5 ◉ ⏳ 54 33 — 44 80 98
12303
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 5⁄4 ◉ ⏳ 60 33 — 27 90 89
12304
chenshuai2144
MCP-Server ⚡ Claim
A Model Context Protocol implementation that enables large language models to c…
C 61 5⁄5 ◉ ⏳ 66 55 — 25 81 70
12305
burakdirin
mysqldb-mcp-server ⚡ Claim 1
An MCP server that enables MySQL database integration with Claude. You can exec…
C 61 5⁄5 ◉ ⏳ 51 28 — 61 81 92
12306
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 6⁄6 ◉ ⏳ 84 66 0 46 81 87
12307
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 5⁄5 ◉ ⏳ 78 22 — 25 81 93
12308
tizee
MCP-Server-IETF ⚡ Claim 1
A Model Context Protocol server that enables Large Language Models to search an…
C 61 5⁄5 ◉ ⏳ 45 38 — 42 84 98
12309
mcpcentral-io
MCP Time Server ⚡ Claim
MCP server providing various date/time functions including current time, timezo…
C 61 6⁄6 ◉ ⏳ 78 72 0 33 81 99
12310
ahmedmustahid
PostgreSQL MCP Server ⚡ Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 5⁄5 ◉ ⏳ 57 43 — 33 78 91
12311
869413421
MCP Location Server ⚡ Claim 1
A MCP server that uses Amap API to provide location-based services, allowing us…
C 61 5⁄5 ◉ ⏳ 47 62 — 27 81 84
12312
nebula-contrib
A Model Context Protocol server implementation that enables LLMs to interact wi…
C 61 5⁄5 ◉ ⏳ 53 21 — 64 81 93
12313
sapangupta63
MCP Selenium Server ⚡ Claim 2
A Model Context Protocol server implementation that enables browser automation …
C 61 5⁄5 ◉ ⏳ 45 82 N/A 44 89 39
12314
slouchd
MCP server for interacting with the CyberChef server API which will allow an MC…
C 61 5⁄5 ◉ ⏳ 37 53 — 48 82 88
12315
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 6⁄6 ◉ ⏳ 78 66 0 47 81 97
12316
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 6⁄4 ◉ ⏳ 84 43 0 53 95 94
12317
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 6⁄6 ◉ ⏳ 90 63 0 41 81 88
12318
langfuse
mcp-server-langfuse ⚡ Claim 1
MCP server to access and manage LLM application prompts created with [Langfuse]…
C 61 6⁄6 ◉ ⏳ 76 58 0 63 82 95
12319
NitinUdasin
MCPServerDemo ⚡ Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 5⁄4 ◉ ⏳ 54 30 — 30 89 100
12320
mrrobotke
A Model Context Protocol service that wraps Django's migration commands as MCP …
C 61 5⁄5 ◉ ⏳ 60 48 — 18 81 91
12321
auto-browse
Unbundle OpenAPI Specs MCP
C 61 5⁄5 ◉ ⏳ 68 82 — 41 81 20
12322
jabberjabberjabber
Enables interaction with qBittorrent through its Web API to search for torrents…
C 61 5⁄5 ◉ ⏳ 54 51 — 24 80 93
12323
simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through t…
C 61 5⁄5 ◉ ⏳ 54 50 — 27 81 90
12324
joeguo911
MCP Demo Server ⚡ Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 5⁄5 ◉ ⏳ 72 75 — 23 81 37
12325
anishadesai5
Pokemon MCP Server ⚡ Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 5⁄5 ◉ ⏳ 62 31 — 30 81 97
12326
Files-com
python-mcp ⚡ Claim
Securely give LLMs controlled access to real-world operations inside your Files…
C 61 6⁄4 ◉ ⏳ 76 67 0 49 83 91
12327
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 5⁄5 ◉ ⏳ 51 55 — 18 81 94
12328
radzevich
FFmpeg MCP Server ⚡ Claim
Enables secure video and audio processing using FFmpeg commands in an isolated …
C 61 5⁄4 ◉ ⏳ 48 25 N/A 43 95 99
12329
ChrisLAS
PodHome MCP Server ⚡ Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 5⁄5 ◉ ⏳ 45 38 — 48 82 97
12330
curtis-d-williams
A deterministic, network-free MCP server for validating repository release hygi…
C 61 5⁄4 ◉ ⏳ 54 22 N/A 50 95 90
12331
GoatWang
Enables transcription of YouTube videos in multiple languages through an MCP se…
C 61 5⁄5 ◉ ⏳ 60 42 — 25 82 91
12332
eluc1a
MCP News Server ⚡ Claim
A server providing access to news articles from various categories including te…
C 61 5⁄5 ◉ ⏳ 78 26 — 22 81 88
12333
arben-adm
Facilitates integration of Brave Search functionalities with AI assistants thro…
C 61 5⁄5 ◉ ⏳ 48 41 — 42 82 93
12334
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 5⁄5 ◉ ⏳ 72 30 — 19 83 94
12335
zhaoxin34
MCP Server for MySQL ⚡ Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 61 5⁄5 ◉ ⏳ 57 51 — 43 69 81
12336
GuiAmbassador
Enables users to fetch random jokes from multiple sources including Chuck Norri…
C 61 5⁄5 ◉ ⏳ 60 17 — 49 83 100
12337
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 6⁄4 ◉ ⏳ 62 50 0 79 95 93
12338
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 5⁄4 ◉ ⏳ 60 26 N/A 21 95 100
12339
vfarcic
DevOps AI Toolkit ⚡ Claim 2
Enables intelligent Kubernetes deployments, automated documentation testing, or…
C 61 6⁄6 ◉ ⏳ 86 45 0 97 61 92
12340
kukapay
whale-tracker-mcp ⚡ Claim 1
A mcp server for tracking cryptocurrency whale transactions.
C 61 5⁄5 ◉ ⏳ 51 37 — 45 80 95
12341
morimorig3
Overwatch2 MCP Server ⚡ Claim 1
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
C 61 5⁄5 ◉ ⏳ 63 82 — 23 81 41
12342
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 5⁄5 ◉ ⏳ 60 41 — 24 81 93
12343
koki-develop
esa-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server for esa.io
C 61 6⁄4 ◉ ⏳ 68 61 0 73 81 94
12344
RunLittleTurtle
Provides 15 core tools for managing Coda documents, tables, and rows through HT…
C 61 6⁄6 ◉ ⏳ 78 68 0 37 80 99
12345
jhgaylor
A stateless Model Context Protocol server that implements a simple echo functio…
C 61 5⁄5 ◉ ⏳ 66 52 — 20 81 75
12346
developit
mcp-cmd ⚡ Claim
CLI for calling successive MCP Server tools
C 61 5⁄4 ◉ ⏳ 56 26 N/A 41 95 85
12347
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 5⁄5 ◉ ⏳ 51 82 N/A 33 95 34
12348
Nebula-Block-Data
integrates with the fastmcp library to expose the full range of NebulaBlock API…
C 61 5⁄4 ◉ ⏳ 54 35 N/A 22 90 99
12349
scmcphub
Infercnv-MCP ⚡ Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 5⁄5 ◉ ⏳ 68 61 — 39 82 44
12350
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 6⁄6 ◉ ⏳ 78 75 0 30 81 98
Showing 12301–12350 of 69111 servers
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