MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40101
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
40102
yufeioptimal
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
N/A N/A
40103
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
N/A N/A
40104
yigitkonur
example-mcp-server-stdio
N/A N/A 95
40105
LLiuZheng
strata Claim
N/A N/A 95
40106
stephen
pubnub-mcp Claim
N/A N/A 95
40107
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
40108
dimitrovakulenko
Read-only MCP server for inspecting AutoCAD DWG files
N/A N/A
40109
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
40110
vj-presidio
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
N/A N/A 95
40111
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
40112
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
40113
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
40114
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
81
40115
RikitoNoto
MCP server for GMO Coin FX trading, positions, executions, klines, and account …
N/A N/A
40116
anp2network
MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/roo…
N/A N/A
40117
Buggy1111
wrapper-mcp Claim
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
N/A N/A
40118
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
81
40119
basilalshukaili
Agent Broker Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
40120
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
40121
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
N/A N/A 95
40122
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
40123
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
40124
mimerlxd
Enables semantic search and management of development knowledge including globa…
81
40125
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
40126
nexgendata-apify
Federal and state court record lookup. Run a name or company through and get ba…
81
40127
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
81
40128
kqdssheng
csv Claim
N/A N/A 95
40129
wfz0345
test1 Claim
N/A N/A 95
40130
Habitium
A template for deploying unauthenticated Model Context Protocol servers to Clou…
81
40131
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
40132
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
40133
Kevork-Nexacrawl-dev
Provides access to Jina AI's suite of tools including web search, URL reading, …
81
40134
bioanywhere
Connects AI assistants to GitLab projects, enabling users to query merge reques…
81
40135
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
40136
sling-cli Claim 1
Sling CLI MCP server for data pipeline and replication management
N/A N/A 81
40137
renCosta2025
gemini-cli Claim
N/A N/A 95
40138
NOVA-3951
Raindrop.io Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
N/A N/A 95
40139 N/A N/A 95
40140
MCP-Mirror
Enables AI assistants to execute AWS CLI commands and retrieve service document…
81
40141
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
40142
paimonchan
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
N/A N/A
40143
deepwa7er
poe2-mcp Claim
An MCP server for Path of Exile 2 build analysis that loads builds from Path of…
N/A N/A
40144
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
40145
32n1
An MCP server that provides Claude with direct access to EVE Online character d…
81
40146
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
40147
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
40148
elsanchez
Enables interaction with the FVWM3 window manager for configuration generation,…
N/A N/A 95
40149
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
81
40150
coachleo
Coach Leo is an AI running coach that syncs your real training data from Strava…
81
Showing 40101–40150 of 43365 servers
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