MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8151
ConstantineB6
comfy-pilot Claim 1
MCP server for ComfyUI that lets AI agents view, edit, and run node-based image…
C 69 54 75 31 N/A 68 90 82
8152
rushikeshmore
CodeCortex Claim
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases…
C 69 54 78 23 N/A 60 92 96
8153
zicez
MCP-PDF2MD Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
C 69 55 54 82 42 81 82
8154
questflowai
Enables AI agents to interact with the Aster Finance Futures API for cryptocurr…
C 69 55 86 82 24 81 55
8155
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 55 72 48 37 82 100
8156
The-Focus-AI
Mastodon MCP Claim 1
A Model Context Protocol server that provides tools for interacting with Mastod…
C 69 55 53 72 50 78 93
8157
agilesix
Enables research of federal contract awards and competitive landscape analysis …
C 69 55 66 58 45 81 91
8158
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 55 78 58 22 81 94
8159
butterlatte-zhang
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
C 69 54 96 31 N/A 70 90 56
8160
berkayderin
nextscan Claim
MCP server that scans Next.js projects and returns a compact summary
C 69 55 48 100 N/A 50 95 47
8161
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8162
matsjfunke
Paperclip Claim
The paperclip server enables searching and retrieving research papers from vari…
C 69 55 82 36 48 81 96
8163
wowuz
PDF MCP Server Claim 1
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
C 69 54 66 61 N/A 27 90 91
8164
pmmvr
A server that enables AI agents to perform sophisticated knowledge discovery an…
C 69 54 66 46 N/A 49 90 94
8165
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 55 66 56 39 81 100
8166
karnagge
Enables querying Brazilian electoral data through TSE's official API. Supports …
C 69 55 72 65 23 82 92
8167
Kishore-MK
Enables fetching data from web URLs with automatic X402 payment handling using …
C 69 55 72 61 26 81 98
8168
DuncanDam
Enables comprehensive content analysis through web scraping, document processin…
C 69 55 72 61 27 81 96
8169
jerroldneal
An MCP server that uses Puppeteer and headless Chrome to scrape YouTube transcr…
C 69 55 75 56 26 80 100
8170
90barricade93
A modern MCP server that provides fast, structured access to Microsoft Flight S…
C 69 55 72 66 26 81 92
8171
andredezzy
Deep directory tree visualization tool enabling efficient visualization of comp…
C 69 55 66 100 N/A 45 87 35
8172
imiborbas
A Model Context Protocol server that enables Claude AI to interact with PocketB…
C 69 54 71 55 N/A 19 90 100
8173
jbroll
Provides secure access to containerized build environments for software project…
C 69 55 84 91 25 81 43
8174
vicgarcia
Enables users to access and manage their Pinboard bookmarks directly through Cl…
C 69 55 80 51 30 81 95
8175
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 55 79 52 37 74 95
8176
AM1010101
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
C 69 55 78 52 27 81 100
8177
minhyeoky
mcp-server-ledger Claim
A ledger-cli integration for managing financial transactions and generating rep…
C 69 54 70 55 N/A 33 89 93
8178
mxxfun
splid_mcp Claim
C 69 54 72 42 N/A 42 95 89
8179
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 55 79 52 20 81 100
8180
wubbyweb
MCP Demo Project Claim
A demonstration server implementing the Model Context Protocol (MCP) with both …
C 69 55 72 58 23 81 100
8181
MCPmed
STRING-MCP Claim 1
A Model Context Protocol server that provides tools for interacting with the ST…
C 69 55 77 56 37 80 89
8182
sfyyy
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
C 69 55 72 55 41 81 92
8183
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8184
QaziAbsaar
LMS MCP Server Claim 1
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
C 69 54 72 55 N/A 21 90 97
8185
GUEPARD98
Enables secure SSH command execution on remote servers and local PowerShell aut…
C 69 55 72 63 32 81 89
8186
bsmi021
A Model Context Protocol server implementation that provides a standardized int…
C 69 54 45 71 N/A 35 91 99
8187
gakkiismywife
MCP MySQL Server Claim
Provides read-only access to MySQL databases, enabling schema inspection, table…
C 69 55 72 61 24 81 97
8188
vilasone455
API MCP Server Claim
A TypeScript-based MCP server that implements a simple notes system, providing …
C 69 55 82 82 N/A 29 95 37
8189
christophersutton
InstantDB MCP Server Claim 2
Provides a read-only interface for querying InstantDB data with tools to execut…
C 69 54 84 53 N/A 18 87 90
8190
oculairmedia
Ghost MCP Server Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 55 63 68 33 77 99
8191
tryp0xy1us
A minimal Model Context Protocol server that provides a simple tool for adding …
C 69 44 50 N/A N/A 27 95 100
8192
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8193
John42506176Linux
Reflect MCP Server Claim
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
C 69 55 62 71 31 76 97
8194
ghubnerr
Notion MCP Server Claim 2
A Model Context Protocol server that provides a standardized interface for AI m…
C 69 55 63 72 39 80 86
8195
TechSuvam
Provides mathematical operation tools including basic arithmetic (add, subtract…
C 69 55 78 58 19 81 99
8196
arjun1194
insta-mcp Claim 2
Instagram MCP server for analytics and insights. Get account overviews, posts, …
C 69 54 70 72 N/A 29 89 73
8197
echoVic
A powerful Model Context Protocol server that automatically generates Mermaid d…
C 69 55 72 62 28 81 90
8198
sam2332
LocalDB MCP Server Claim
Enables AI assistants to query and interact with Microsoft SQL Server LocalDB d…
C 69 54 60 52 N/A 32 95 100
8199
hhoebarth
MCP Ky2Help Claim 1
An MCP server that enables interaction with Ky2Help, providing tools to retriev…
C 69 55 57 60 46 81 100
8200
Captain-AI-Hub
IDA-MCP Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
C 69 54 54 43 N/A 66 95 93
Showing 8151–8200 of 47628 servers
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