MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10751
ricauts
CyberMCP Claim 2
A Model Context Protocol server designed for testing backend APIs for security …
C 64 5⁄5 ◉ ⏳ 63 82 — 56 81 29
10752
allegiant
MQScript MCP Server ⚡ Claim 1
Enables AI applications to generate and execute MQScript mobile automation scri…
C 64 5⁄5 ◉ ⏳ 72 83 N/A 19 87 41
10753
marcindulak
Local speech-to-text MCP server for Linux that transcribes audio via push-to-ta…
C 64 5⁄4 ◉ ⏳ 84 33 N/A 51 90 58
10754
penguyen72
Weather MCP Server ⚡ Claim
Provides weather forecast and alert information for US locations using the Nati…
C 64 5⁄5 ◉ ⏳ 68 41 — 26 81 100
10755
michaeldouglas
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API…
C 64 5⁄5 ◉ ⏳ 56 58 — 26 83 90
10756
kukapay
blocknative-mcp ⚡ Claim
Providing real-time gas price predictions across multiple blockchains, powered …
C 64 5⁄5 ◉ ⏳ 60 46 — 38 82 94
10757
pipeworx-io
universities Claim
Universities MCP — Hipolabs Universities API (free, no auth)
C 64 5⁄5 ◉ ⏳ 96 0 — 47 81 95
10758
mchldzn
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
C 64 5⁄4 ◉ ⏳ 33 55 N/A 41 95 100
10759
ZyrticX
N8N MCP Server ⚡ Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 5⁄5 ◉ ⏳ 72 42 — 21 81 97
10760
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 5⁄5 ◉ ⏳ 68 82 — 51 80 32
10761
broerjuang
MCP Weather Server ⚡ Claim
A containerized server that provides weather tools for AI assistants, allowing …
C 64 5⁄5 ◉ ⏳ 54 100 N/A 21 95 35
10762
belljustin
Enables creating Spotify playlists based on text descriptions by connecting Cur…
C 64 5⁄5 ◉ ⏳ 66 35 — 40 81 95
10763
boma086
Enables AI assistants to manage projects through OpenProject's API, providing c…
C 64 5⁄5 ◉ ⏳ 56 58 — 24 81 95
10764
a-polishchuk
Yes or No MCP ⚡ Claim
A simple MCP server implementation in TypeScript that communicates over stdio, …
C 64 5⁄4 ◉ ⏳ 62 57 N/A 23 95 73
10765
video-creator
ffmpeg-mcp ⚡ Claim
Using ffmpeg command line to achieve an mcp server, can be very convenient, thr…
C 64 5⁄4 ◉ ⏳ 76 28 N/A 47 87 81
10766
nbrain-team
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
C 64 5⁄5 ◉ ⏳ 54 63 — 25 81 92
10767
featherflow
BitScale MCP Server ⚡ Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 5⁄5 ◉ ⏳ 54 40 — 48 82 100
10768
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
10769
etfromchina
Provides tools to fetch random or categorized riddles, verify answers, and view…
C 64 5⁄5 ◉ ⏳ 72 41 — 28 82 91
10770
diasrafael
AWS Athena MCP Server ⚡ Claim 1
A Model Context Protocol server that enables SQL queries and database explorati…
C 64 5⁄5 ◉ ⏳ 57 65 — 18 81 90
10771
pipeworx-io
sec Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
C 64 5⁄5 ◉ ⏳ 90 0 — 47 81 100
10772
kjozsa
Jenkins MCP ⚡ Claim
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
C 64 5⁄5 ◉ ⏳ 60 43 — 39 80 98
10773
alexleventer
A Model Context Protocol server for interacting with the Marketo API that provi…
C 64 5⁄5 ◉ ⏳ 53 68 — 23 81 88
10774
Pederzh
MCP Apps Server Claim 1
An MCP server template integrated with the OpenAI Apps SDK for building ChatGPT…
C 64 5⁄5 ◉ ⏳ 45 60 — 30 84 99
10775
wesleyyeung
Enables querying and modifying PostgreSQL databases through MCP tools with read…
C 64 5⁄5 ◉ ⏳ 72 43 — 19 81 93
10776
clawd800
pumpclaw Claim
Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creat…
C 64 5⁄4 ◉ ⏳ 78 27 N/A 41 75 96
10777
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 5⁄5 ◉ ⏳ 66 38 — 37 82 93
10778
luiox
openocd-mcp ⚡ Claim
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
C 64 5⁄4 ◉ ⏳ 62 33 N/A 49 90 89
10779
nitvob
Weather MCP Server ⚡ Claim
Provides real-time weather forecasts and alerts for US locations using the Nati…
C 64 5⁄5 ◉ ⏳ 72 28 — 30 83 100
10780
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 20 95 86
10781
benzsevern
DevPilot ⚡ Claim
Dev server supervisor for AI coders. Manages dev server lifecycles, detects rel…
C 64 5⁄5 ◉ ⏳ 70 10 — 66 81 98
10782
aardpro
Enables AI assistants to convert text to high-quality speech audio using MeloTT…
C 64 5⁄4 ◉ ⏳ 80 56 N/A 42 90 41
10783
jianzhichun
A server that enables programmatic interaction with an already running Abaqus/C…
C 64 5⁄4 ◉ ⏳ 72 28 N/A 36 95 84
10784
gigici99
Enables AI assistants to analyze Java and Web projects, automatically generate …
C 64 5⁄4 ◉ ⏳ 68 31 N/A 21 95 98
10785
Wildebeest
MCP PDF Forms ⚡ Claim
A server providing PDF form manipulation tools via MCP's API, allowing users to…
C 64 5⁄5 ◉ ⏳ 72 33 — 28 80 99
10786
steven-altitude
Grist MCP Server ⚡ Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 5⁄5 ◉ ⏳ 66 43 — 22 82 99
10787
MacromNex
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
C 64 5⁄5 ◉ ⏳ 72 35 — 28 81 98
10788
kukapay
whereami-mcp ⚡ Claim
A lightweight mcp server that tells you exactly where you are.
C 64 5⁄5 ◉ ⏳ 66 33 — 38 83 100
10789
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to c…
C 64 5⁄4 ◉ ⏳ 66 22 N/A 56 90 86
10790
backsoul
A server that implements the Model Context Protocol for managing dynamic forms,…
C 64 5⁄4 ◉ ⏳ 54 55 N/A 27 89 91
10791
sonicjoy
Automatically generates comprehensive merge request summaries from git logs, an…
C 64 5⁄4 ◉ ⏳ 54 36 N/A 50 89 96
10792
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 6⁄6 ◉ ⏳ 90 65 0 70 81 84
10793
tuncer-byte
CURSOR25X ⚡ Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 5⁄4 ◉ ⏳ 66 27 N/A 44 90 94
10794
Dollarhyde
GR-MCP ⚡ Claim 1
An MCP server that enables natural language-driven creation and management of G…
C 64 5⁄4 ◉ ⏳ 57 31 N/A 45 90 100
10795
AmistaUS-AVA
SAP MCP Server ⚡ Claim 1
Enables AI clients to query live data from SAP HANA and SQL databases through r…
C 64 5⁄5 ◉ ⏳ 72 31 — 42 81 91
10796
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 5⁄5 ◉ ⏳ 68 22 — 50 82 100
10797
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 6⁄6 ◉ ⏳ 90 62 0 59 80 93
10798
nnaveenraju
Provides a persistent, vendor-neutral memory layer that allows AI tools and age…
C 64 5⁄4 ◉ ⏳ 78 0 N/A 63 91 92
10799
Pratyay
mac-monitor-mcp ⚡ Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 5⁄4 ◉ ⏳ 60 40 N/A 30 90 96
10800
annyzhou
Gmail MCP ⚡ Claim
A read-only MCP server that enables users to interact with the Gmail API to sea…
C 64 5⁄5 ◉ ⏳ 60 37 — 42 82 99
Showing 10751–10800 of 69093 servers
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