MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28151
traderwai Claim 1
AI-powered charts with indicators and trade execution for forex, gold, indices …
F 34 25 0 67
28152
Valid Claim 1
Conversational access to advertising performance data, creative analysis, and c…
F 34 25 0 67
28153
YouTube video search with transcript extraction as first-class output.
F 34 25 0 67
28154
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
F 34 25 0 67
28155
buyersense Claim 2
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
F 34 25 0 67
28156
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
F 34 25 0 67
28157
municipal-data Claim 1
Financial data, credit scores, and economic indicators for 14,800+ U.S. municip…
F 34 25 0 67
28158
LabFolio Claim 1
Research portfolio management — organize projects and track research artifacts.
F 34 25 0 67
28159
prep-it Claim 1
Search, save, organize, cook, and share recipes with any AI assistant.
F 34 25 0 67
28160
Bio-Data Parser Claim 1
Bioinformatics and genomic sequence parser for clinical research.
F 34 25 0 67
28161
CoinGecko-backed live prices, market caps, DeFi metrics — no per-user API key n…
F 34 25 0 67
28162
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
F 34 25 0 67
28163
inference.sh Claim 1
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, str…
F 34 25 0 67
28164
UptimeProbe Claim 1
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
F 34 25 0 67
28165
AI Accountant for Quickbooks- recording, reconcile, month-end close
F 34 25 0 67
28166
CualBet MCP Claim 1
Football fixtures, standings, and odds intelligence for AI agents.
F 34 25 0 67
28167
Connect AI tools to your PostgreSQL with permissions, encryption, and audit tra…
F 34 25 0 67
28168
LinkMCP Claim 1
Hosted MCP server for LinkedIn. 25 tools for profiles, messages, search, and mo…
F 34 25 0 67
28169
Biz Planner Claim 1
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
F 34 25 0 67
28170
SessionKeeper Claim 1
Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wik…
F 34 25 0 67
28171
Create and edit creator-ready images and videos with Zark.
F 34 25 0 67
28172
MCP server for mortgage rate pricing and mini pricer management via the Lenderp…
F 34 25 0 67
28173
Podstow Claim 1
Send web articles or AI-written text to your personal podcast feed; listen in a…
F 34 25 0 67
28174
tenderly-mcp Claim 1
Tenderly MCP server for blockchain dev — simulate, debug, and test on 100+ netw…
F 34 25 0 67
28175
AI agent directory — search and compare 120+ agents across 12 categories.
F 34 25 0 67
28176
nitrosend Claim 1
AI-native email marketing. Campaigns, automations, transactional, contacts, ana…
F 34 25 0 67
28177
GitHub repo analytics: stars, trending, code search, contributor maps for proje…
F 34 25 0 67
28178
MCP for Zotero Claim 1
Connect your Zotero reference library to AI assistants via Model Context Protoc…
F 34 25 0 67
28179
QueryBear Claim 1
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
F 34 25 0 67
28180
Seosa Claim 1
AI web novel co-writer: series, characters, episodes, and quality evaluation. K…
F 34 25 0 67
28181
Incwo MCP Claim 1
Secure MCP server for exploring incwo CRM data, documents, and email workflows.
F 34 25 0 67
28182
Normatia Claim 1
Servidor MCP de Normatia para la normativa técnica en edificación.
F 34 25 0 67
28183
Options trading — regime detection, momentum scanning, income screening, and ri…
F 34 25 0 67
28184
Vyra Claim 1
Edit video by talking to your AI — search footage, cut timelines, apply effects…
F 34 25 0 67
28185
eSIM Finder Claim 1
Find and buy travel eSIM data plans for 190+ countries, right inside your chat.
F 34 25 0 67
28186
mcp-server Claim 1
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
F 34 25 0 67
28187
medusa-mcp Claim 1
Retrieve information from the Medusa documentation to assist you with your Medu…
F 34 25 0 67
28188
feed-forge Claim 1
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
F 34 25 0 67
28189
Discover live agent APIs, ranked endpoints, trust, payment telemetry, and x402 …
F 34 25 0 67
28190
Federal and state court records lookup for due-diligence and background checks.
F 34 25 0 67
28191
Dealboard Claim 1
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
F 34 25 0 67
28192
QRGenerator Claim 1
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
F 34 25 0 67
28193
Read-only x402-paid trend-intent MCP tools for JSON and CSV signals.
F 34 25 0 67
28194
100Hires
Official 100Hires MCP: AI ATS & Recruitment Software for candidates, jobs, appl…
F 34 25 0 67
28195
RunCabin Claim 1
Deploy websites to instant free HTTPS subdomains and attach real custom domains.
F 34 25 0 67
28196
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
F 34 25 0 67
28197
Mainline Claim 1
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
F 34 25 0 67
28198
Fibery Claim 1
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
F 34 25 0 67
28199
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
F 34 25 0 67
28200
TranscriptMax Claim 1
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
F 34 25 0 67
Showing 28151–28200 of 45732 servers
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