MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30151
govindkavaturi-art
Dock Claim
AI workspace for you, your team, and every agent. Tables, docs (images, 4K vide…
F 30 35 10 0 81
30152
jmrp
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
F 30 35 10 0 81
30153
net-service
xpoz Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
F 30 35 10 0 81
30154
martin111ma-za5d
Verified knowledge base for AI Agents — certified Swiss facts, no hallucination…
F 30 35 10 0 81
30155
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
F 30 35 10 0 81
30156
sincetomorrow
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
F 30 35 10 0 81
30157
refund-decide
Determine refund eligibility for popular US consumer subscriptions including Ap…
F 30 35 10 0 81
30158
easynode
🖥️ Let AI Agents Buy & Manage Cloud Infrastructure with x402 protocol. …
F 30 35 10 0 81
30159
rdowty
Newsmind Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
F 30 35 10 0 81
30160
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
F 30 35 10 0 81
30161
zezeron
Tweet Save Claim
TweetSave MCP - Twitter / X analysis without token waste. Fetch tweets, downloa…
F 30 35 10 0 81
30162
ncosic
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
F 30 35 10 0 81
30163
kaikhq
Read and manage courses, members, orders, events, posts, and settings for Loopw…
F 30 35 10 0 81
30164
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
F 30 35 10 0 81
30165
propify
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
F 30 35 10 0 81
30166
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
F 30 35 10 0 81
30167
versedb
versedb-mcp Claim
Comic book database — search comics, creators, characters, and manage your coll…
F 30 35 10 0 81
30168
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
30169
dsersx
🚀 The Professional Dropshipping MCP Server for DSers Automation. Import produc…
F 30 35 10 0 81
30170
chronista-club
mcp-server Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
F 30 35 10 0 81
30171
Tasfiul-Hedayet
mcp-teat Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
F 30 35 10 0 81
30172
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 35 10 0 81
30173
wishfinity
Save products from any online retailer to a universal wishlist for later purcha…
F 30 35 10 0 81
30174
lazymac2x
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
F 30 35 0 0 90
30175
node2flow
PostgREST Claim 1
MCP server for PostgREST — REST API layer for PostgreSQL databases. ## Fe…
F 30 35 10 0 81
30176
srotzin-adqm
HiveAgent Claim
HiveAgent — 1515 tools, 45+ verticals. The operating system for the agentic eco…
F 30 35 10 0 81
30177
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
F 30 35 10 0 81
30178
nexgendata-apify
Lookup tool for AI coding agents: 'find me a Rust crate that does X', 'show top…
F 30 35 10 0 81
30179
powersun
MERX Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
F 30 35 10 0 81
30180
mesquared
Check how visible a business website is to AI search engines like ChatGPT, Perp…
F 30 35 10 0 81
30181
recursive
Query the Recursive AI support agent platform — pricing, features, capabilities…
F 30 35 10 0 81
30182
Deaxu
ArchGraph Claim
Code intelligence platform for AI agents. 20 tools for architecture, security &…
F 30 35 10 0 81
30183
chuhuoyuan
Find the right library and fetch its up-to-date documentation in one step. Reso…
F 30 35 10 0 81
30184
aguskenari86-8bo7
cryptoiz-mcp Claim
CryptoIZ MCP v4.16.17 — AI-powered Solana DEX whale intelligence. 9 tools (7 pa…
F 30 35 10 0 81
30185
gastronomic-desk
DagPipe Claim
Creates robust workflows directly from natural language instructions. Streamlin…
F 30 35 10 0 81
30186
rankiteo
Rankiteo Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
F 30 35 10 0 81
30187
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
30188
node2flow
SQLite Remote Claim 1
MCP server for remote SQLite databases via Turso/libSQL. - 15 tools for query, …
F 30 35 10 0 81
30189
xquik
Remote MCP server for X (Twitter) with 121 API endpoints via 2 tools. Search tw…
F 30 35 10 0 81
30190
one-source
# @one-source/mcp Unified MCP server for [OneSource](https://docs.onesource.io…
F 30 35 10 0 81
30191
ghostrouter
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
F 30 35 10 0 81
30192
tradingcalc
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
F 30 35 10 0 81
30193
surp-renz
sekichi Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
F 30 35 10 0 81
30194
acedatacloud-mcp
mcp-shorturl Claim
F 30 35 10 0 81
30195
cloudflare
GraphQL analytics API. Query zone, account, and network analytics data from Clo…
F 30 35 10 0 81
30196
casestudies
Search, analyse, and compare thousands of real company case studies. Built for …
F 30 35 10 0 81
30197
bartek-ywte
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
F 30 35 10 0 81
30198
sanity
Sanity Claim
Enable AI agents to interact with your Sanity workspace through the Model Conte…
F 30 35 10 0 81
30199
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
30200
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 35 10 0 81
Showing 30151–30200 of 66549 servers
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