MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29236
Scored
2095
Verified
16951
Complete

Last updated 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39451
democratize-technology
An MCP server that implements iterative refinement of responses through self-cr…
81
39452
kamath
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
N/A N/A 95
39453
joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Sup…
N/A N/A 95
39454
BoxTalk
Provides tools for interacting with SQL Server databases, enabling users to ret…
81
39455
git-fabric
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
81
39456
Lee-Becky
google Claim
N/A N/A 95
39457
binhtrongg
A remote MCP server that enables searching for news articles on specific topics…
81
39458
clauxel
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
39459
benevolabs
Irenic Table Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
81
39460
shrey.jain
freshrelease Claim
N/A N/A 95
39461
pipeworx-io
Nsf Awards Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
39462
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
39463
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
81
39464
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
N/A N/A
39465
spajjuri.pro
vsfclubnew4 Claim
N/A N/A 95
39466
punic-pillars
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
N/A N/A
39467
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
39468
sakthivelchan89
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
N/A N/A 95
39469
inoue2002
Automates Instagram profile scraping using Playwright with saved login sessions…
N/A N/A 95
39470
ai-mrr4
Antalpha-MCP Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
81
39471
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
81
39472
zemi-gh
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
N/A N/A 95
39473
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
39474
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
39475
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39476
delocalizer
A Model Context Protocol (MCP) server for interacting with Gen3 data commons, w…
39477
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
N/A N/A 95
39478
shibing624
Provides current weather and multi-day forecasts for any location worldwide, in…
39479 N/A N/A 95
39480
ngkienmkqn-wsy8
24htrack-mcp Claim
Universal package tracking for AI agents. Track packages across 30+ carriers in…
81
39481
tqiqbal
A Model Context Protocol (MCP) server for interacting with Confluence Data Cent…
N/A N/A 95
39482
dubzdubz
ctx4-ai Claim
MCP server for portable context management across AI assistants, providing tool…
39483
NZKea
akahu-mcp Claim
An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents,…
N/A N/A
39484
colossal-api
subradar Claim
81
39485
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
39486
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
39487
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
39488
timetetng
Enables remote server control via SSH through Claude, supporting command execut…
81
39489
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
81
39490
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
39491
KevinBangbang
neurolisp Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
N/A N/A
39492
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
39493
idean3885
Enables automatic collection and AI analysis of Slack messages to create organi…
39494
zb2947244682
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
81
39495
dschlabach
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
39496
camcarre
hevymcp2 Claim
N/A N/A 95
39497
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
39498
z0lw
Enables route search and PDF generation using Japan's Ekispert API through a re…
81
39499
Ash-Blanc
Transforms Claude into a production-grade pair programmer by orchestrating best…
81
39500
Harper-Labs
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
Showing 39451–39500 of 40420 servers
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