MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6451
cgize
Implements Anthropic's 'think' tool for Claude, providing a dedicated space for…
B 72 54 62 55 47 94 99
6452
cblanquera
Chris MCP Claim
A context provider that serves as an AI version of Chris's programming knowledg…
B 72 55 72 60 59 81 84
6453
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6454
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 55 72 66 49 81 90
6455
gyger
Integrates local Zotero libraries with Claude's Desktop interface, allowing use…
B 72 54 76 58 N/A 45 89 88
6456
wyattjoh
jsr-mcp Claim
Model Context Protocol server for the JSR (JavaScript Registry)
B 72 55 66 71 42 82 94
6457
avatrix1
Extracts structured JSON data from unstructured text using predefined schemas f…
B 72 55 66 100 33 81 69
6458
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6459
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
6460
cbwinslow
OpenDiscourse MCP Claim 1
Enables access to comprehensive U.S. legislative and governmental data from Gov…
B 72 55 84 65 33 76 93
6461
jonico
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
B 72 55 78 63 34 78 100
6462
v-3
Enables Claude to interact with Google Calendar through OAuth authentication, a…
B 72 55 78 56 44 78 99
6463
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 55 72 100 29 81 60
6464
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6465
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
6466
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6467
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
6468
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
6469
bx33661
wireshark-mcp Claim 1
Professional network analysis with tshark. Security audits, deep-dives, and thr…
B 72 54 76 22 N/A 84 90 94
6470
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
6471
kohasummons
Paystack Claim
The Paystack Model Context Protocol (MCP) server allows AI agents to interact w…
B 72 54 68 60 N/A 47 95 84
6472
drvova
Discord MCP Server Claim
Enables comprehensive Discord bot management and server operations through MCP,…
B 72 55 84 68 52 81 67
6473
taylorleese
mcp-toolz Claim 1
Context management, todo persistence, and multi-AI perspectives for Claude Code
B 72 54 90 25 N/A 79 72 100
6474
SvenTern
Email MCP Server Claim
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
B 72 55 84 66 29 82 85
6475
flesler
MCP Tools Claim
A comprehensive MCP server providing tools for AI agents to interact with code,…
B 72 55 78 100 49 81 41
6476
KrishnaPapana
A Python-based MCP server implementation that can be easily installed via pip o…
B 72 55 54 82 N/A 22 95 97
6477
bsmi021
Filesystem MCP Server Claim 3
A Model Context Protocol server that provides file system operations, analysis,…
B 72 54 79 56 N/A 36 87 93
6478
fisknils
Spotify API MCP Claim
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
B 72 55 78 68 21 81 100
6479
armanzeroeight
A server that enables interaction with Octopus Deploy through the Model Context…
B 72 55 80 43 53 81 100
6480
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
6481
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6482
Atomic-Germ
mcp-resonance Claim
Monitors and analyzes interactions between MCP servers to detect emergent patte…
B 72 55 86 87 N/A 29 95 43
6483
lincw
CWA MCP Server Claim 1
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
B 72 55 80 100 40 82 40
6484
IBM
Provides constraint satisfaction and optimization capabilities to LLMs and AI a…
B 72 55 72 58 62 81 89
6485
PedroMarianoAlmeida
ffmpeg-mcp Claim
FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…
B 72 55 66 100 N/A 51 95 38
6486
elhombrejd
BFL MCP Server Claim 1
An MCP server that enables generating and editing high-quality images with natu…
B 72 54 63 66 N/A 30 95 100
6487
PhialsBasement
Kobold MCP Server Claim
A server enabling integration between KoboldAI's text generation capabilities a…
B 72 55 78 82 41 81 68
6488
sanyambassi
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
B 72 55 79 61 41 77 93
6489
Text2Go
Helps refine AI-generated content to sound more natural and human-like. Built w…
B 72 55 94 52 41 81 82
6490
bndkts
molt-mcp Claim 1
Provides LLMs with access to molt-md, an encrypted markdown document hosting se…
B 72 55 78 46 53 82 99
6491
lihongwen
Enables conducting comprehensive research on complex topics through multi-layer…
B 72 54 90 33 N/A 48 90 96
6492
dannwaneri
Provides semantic search and data retrieval capabilities over a knowledge base …
B 72 55 74 100 N/A 24 95 46
6493
mindflowedstudios
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
B 72 55 84 68 29 76 91
6494
keegancsmith
An MCP server providing read-only access to Linear issues for language models, …
B 72 55 61 70 43 82 100
6495
markswendsen-code
venmo Claim 2
MCP server for Venmo - check balance, send/request money, view history
B 72 54 75 60 N/A 32 87 100
6496
kosiew
Provides safe shell command execution capabilities for AI agents and tools like…
B 72 55 84 62 24 81 95
6497
agentify-sh
Cursor Proxmox MCP Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 55 60 70 46 81 100
6498
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6499
amranu
Provides access to all 471+ DigitalOcean API endpoints through an MCP server th…
B 72 55 92 75 22 81 73
6500
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
Showing 6451–6500 of 33379 servers
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