MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29236
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39551
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
39552
TheoGirardin
mcp-lbc Claim
Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
39553
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
N/A N/A
39554
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
39555
unnimk75-web
Enables healthcare benefits management by providing member eligibility verifica…
81
39556
tempoclaims
server Claim
N/A N/A 95
39557
ai-mcp-garage
Enables retrieval and analysis of MyFitnessPal nutrition data including daily s…
81
39558
ejmcp
mcp-server Claim
N/A N/A 95
39559
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
39560
The-Doxa-Way
Doxa MCP Claim
Doxa MCP: any question, grace + truth. Bible (BSB), apologetics, faith.tools 5/…
39561 N/A N/A 95
39562
fasterv410
logflare-mcp Claim
Enables querying and managing Logflare log sources, endpoints, and executing ad…
39563
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
39564
FuriousApe
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
N/A N/A
39565
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
39566
clauxel
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
39567
VictoriaMetrics-Community
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
N/A N/A 83
39568
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
39569
chrischall
Google Slides via gogcli for Claude — deck and slide authoring
N/A N/A
39570
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
81
39571
MayankTalwar0
An MCP server for calculating carbon footprints from bank statements using EPA …
N/A N/A
39572
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
81
39573
HyunjunGil
Enables direct GitHub operations through Claude and Cursor, including repositor…
81
39574
algo-wallet
x402mcp Claim
81
39575
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
39576
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
39577
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
39578
romankonoplinai-arch
Provides 43 tools for complete Supabase control including database operations, …
81
39579
brain-bbqs
neuro-mcp Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
N/A N/A 95
39580
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
39581
milliomics
millimap-mcp Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
N/A N/A
39582
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
39583
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
39584
TheBarmaEffect
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
N/A N/A
39585
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
N/A N/A
39586
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
39587
Roop-World
LegalSearch Claim
Public Indian legal search MCP for Roop judgments, statutes, and corpus groundi…
39588
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
N/A N/A 95
39589
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
39590
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
39591
Influship
Influship Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
39592
orbisapi
Browse, discover, and call 971 production APIs from Claude, Cursor, or Windsurf…
81
39593
MirrorEthic
temporal-mcp Claim
Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + da…
39594
RecallWorks
recall Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
N/A N/A
39595
rfalexandre
Pharus MCP Claim
A Python MCP server for integrated discovery and querying of investigative serv…
81
39596
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
39597
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
39598
clauxel
A paid remote MCP for SREGym, built to return verdicts, receipts, usage logs, a…
39599
jaewilson07
Enables AI agents to generate and iteratively refine images, audio, and video b…
N/A N/A 95
39600
daedalus
mcp-manimgl Claim
MCP server exposing manimgl mathematical animation functionality as tools for L…
N/A N/A
Showing 39551–39600 of 40420 servers
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