MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28351
kamath
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
N/A N/A 95
28352
Ansh-Wappnet
A Model Context Protocol server that enables applications to interact with Gmai…
N/A N/A 95
28353
LPX55
qwen Claim
N/A N/A 95
28354
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
28355 N/A N/A 95
28356
ReplicantArmy
Search and license 217,000+ authentic vintage 8mm home movie clips from the 193…
81
28357
velt-js
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
N/A N/A 95
28358
chris
nexonco-mcp Claim
N/A N/A 95
28359
falcosan
Provide AI models with seamless access to Meilisearch's powerful search and ind…
N/A N/A 95
28360
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
28361
somacoffeekyoto
imgx Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
N/A N/A 75
28362
kritsxxxiva-sudo
n8n-mcp Claim
N/A N/A 95
28363
AlanOgic
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
81
28364
Metro MCP Claim
MCP server for React Native/Expo runtime debugging, inspection, and automation …
N/A N/A
28365 N/A N/A 95
28366
ThoughtProof
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
28367
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
28368
averagedigital
An integration server that enables AI agents to securely interact with Bitrix24…
81
28369
nomadslayer
Enables deployment and management of GPU workloads across multiple cloud provid…
81
28370
SamuraiBuddha
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
N/A N/A 95
28371
setiapam
Enables AI clients to access official Indonesian statistical data from Badan Pu…
28372
dtjohnson83
Enables AI assistants to analyze weld photos for quality scoring and identify c…
28373
sinkiangscorpio
suna11 Claim
N/A N/A 95
28374
bicatu
Enables users to manage medical appointments by searching for doctors, checking…
N/A N/A
28375
jaskaran-ai
Acts as a bridge between AI models and the HR Solx REST API, enabling natural l…
28376
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
N/A N/A 95
28377
delk73
Enables validation, diff generation, and backend population for Synesthetic ass…
81
28378
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
28379
mitchmolstad
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
28380
keenanpepper
glowfic-rag Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
N/A N/A
28381
MILLERMARRU
Enables semantic code search and AI-powered Q\&A over vectorized repositories d…
28382
tyrrestrup
An MCP server that enables automated analysis and conversion of SSIS packages i…
28383 N/A N/A 95
28384
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
28385
kupad95
Provides access to live UK Parliament data including bills, votes, MP profiles,…
28386
VC-code-project
Godle Claim
Free AI prompt orchestration with 185 expert roles, 1,741 templates, and 4 MCP …
28387
Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and…
28388
AILANG Parse Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
28389
lenderwiki
lenderwiki Claim
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
28390
kzarov
Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verifi…
N/A N/A
28391
paulmichaelstafford
cwmcp Claim
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
N/A N/A
28392
CustifyOfficial
Connects AI assistants to Custify customer success data for querying account me…
28393
parthloglogn
A Java implementation of the GitHub MCP (Model Context Protocol) Server using S…
28394
daxonet
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
28395
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
N/A N/A
28396
samt439
A lightweight server built with FastMCP and SQLite for managing personal financ…
28397
Fu-Jie
Enables document format conversion between 40+ formats including Markdown, HTML…
81
28398
ctosmsa
A Python port of the official Perplexity MCP server that enables web-grounded Q…
28399
darkt22002
Enables entropy-guided motor control for autonomous tool execution in MCP syste…
N/A N/A 95
28400
av1choudharyy
mssql-mcp Claim
An MCP server that enables interaction with Microsoft SQL Server instances usin…
N/A N/A
Showing 28351–28400 of 30006 servers
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