MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37301
yamayued
MCP server for the Japan National Tax Agency Corporate Number API, enabling cor…
37302
Bipin-24
docs-mcp Claim
Enables querying Actian product documentation, GA4 content analytics, and Jenki…
N/A N/A
37303
marcjoo1209
joo_mcp Claim
Enables natural language CRUD operations on notes by integrating FastAPI, Gemin…
N/A N/A
37304
kmitchell
rabbitmq-mcp Claim
An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enablin…
N/A N/A
37305
fainir
conductor Claim
A deterministic MCP server that wraps Claude Code with verified, retryable comm…
N/A N/A
37306
TavoElgueaLopez
A remote MCP server on Cloudflare Workers without authentication, enabling tool…
37307
Biological-Sovereignty-Protocol
bsp-mcp Claim
Connects AI assistants to health data via the Biological Sovereignty Protocol, …
37308
Saadh05
whoop-mcp Claim
MCP server that connects Whoop fitness data to Claude, enabling natural languag…
N/A N/A
37309
hudayiarici
Enables AI assistants to remotely control a Minecraft player, including navigat…
37310
kristianedlund
Connects AI assistants to the Hardcover book library, enabling natural language…
37311
rgarcia
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
37312
forterro
Enables AI models to perform IT service management operations on Freshservice, …
N/A N/A
37313
Pavankurapati03
A Python-based MCP server that provides mathematical tools like addition and ra…
N/A N/A
37314
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
37315
dablro12
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
37316
axc9000
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
37317
septract
Enables interaction with the ACL2 theorem prover through 15 tools for theorem p…
N/A N/A
37318
lycheejello
acu-mcp Claim
Enables read-only analytics queries on Acumatica ERP data, including sales orde…
N/A N/A
37319
erikgoldhar-0e1o
Unphurl Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
81
37320
pesche012
Read-only MCP server that retrieves SEO analytics data from WordPress, Google S…
N/A N/A
37321
dwflickinger
A single MCP server that provides dynamic access to thousands of APIs through d…
37322
charettep
Exposes Android device control via adb and scrcpy as 22 tools for MCP clients l…
N/A N/A
37323
adelaidasofia
Enables Midjourney image generation via PiAPI with daily cost caps, audit logs,…
37324
deepdik
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
37325
anurag-dhamala
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
37326
ivantichy
A zero-dependency local proxy that provides a stable, headless connection to a …
N/A N/A
37327
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
81
37328
rkdfx
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
N/A N/A
37329
EricFor
2CaptchaMCP Claim
Integrates with 2Captcha to solve various CAPTCHA types (image, reCAPTCHA, hCap…
N/A N/A
37330
don-aie-cohort8
Enables read-only querying of LangSmith traces including runs, children, and UR…
37331
thousandmiles
Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…
N/A N/A
37332
johnymontana
A Model Context Protocol server for generating text embeddings using OpenAI, An…
N/A N/A
37333
MohanTn
A local MCP server that provides Sonar-grade static analysis (bugs, vulnerabili…
N/A N/A
37334
knorq-ai
MCP server for creating, reading, and editing PowerPoint (.pptx) presentations.
N/A N/A
37335
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
37336
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
37337
lliwi
Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, …
37338
defrex
Provides database schema management, query execution, and schema introspection …
N/A N/A
37339
scopeblind
verify-mcp Claim
Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
N/A N/A 95
37340
CodeSerg21
Enables AI agents to research companies and find contacts with structured data …
N/A N/A
37341
MCP-Mirror
Provides AI assistants with intelligent access to ML textbook content through R…
81
37342
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
37343
ZCDeng
vimax-mcp Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
N/A N/A
37344
redDawne
tidal_mcp Claim
Enables Claude to search, browse, and create playlists on Tidal, including AI-p…
37345
vidhook
vidhook-mcp Claim
An MCP server enabling agents to generate videos via the vidhook render API, wi…
N/A N/A
37346
sebastianall1977
gmail-mcp7 Claim
N/A N/A 95
37347
moneyforward
A Model Context Protocol server that provides integration with TestRail, allowi…
81
37348
BhaveshY
Enables AI-powered control and automation of Vectorworks 2024/2025 on Windows v…
N/A N/A
37349
AlexlaGuardia
Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and c…
37350
jedbillyb
Enables Claude to read, rewrite, generate, and summarize LibreOffice Writer doc…
N/A N/A
Showing 37301–37350 of 66549 servers
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