MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
jclee7295
test11 Claim
N/A N/A 95
36252
thib
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
N/A N/A 95
36253
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
36254
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
36255
safiyu
ctxtest Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
N/A N/A
36256
sauryadas
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
36257
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
36258
kratos4ai
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
36259
alinjfz
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
36260
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
36261
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
36262
Dworf
omdb-mcp Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
36263
elizavetaRa
Provides access to CERN Indico public events, enabling search, retrieval of eve…
36264
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
N/A N/A
36265
MayankTalwar0
An MCP server for calculating carbon footprints from bank statements using EPA …
N/A N/A
36266
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
36267
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
36268
alejandro-ao
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
36269
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
36270
oshvartz
MCP server for storing and retrieving context-specific agent rules, enabling AI…
N/A N/A
36271
Subaru486desuwa
Wraps the Micu image API as an MCP server for generating, editing, batch proces…
36272
mustertheforce
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
36273
adocal
Return any inbound message duplicated to enhance message processing workflows. …
N/A N/A 95
36274
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
36275
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
36276
NeuZhou
MCPHub Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
81
36277
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
36278
ketiil
Connects AI assistants to ServiceNow CMDB via natural language, enabling queryi…
36279
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
36280
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
36281
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
36282
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
36283
ThalesMMS
Enables AI assistants to query and read data on DICOM servers (PACS, VNA, etc.).
36284
bacoco
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
N/A N/A
36285
BAESI
focal-mcp Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
N/A N/A
36286
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
36287
iferdelja
Enables access to stock and financial data from Alpha Vantage, including stocks…
36288
Clawdio777
verity Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
N/A N/A
36289
bettyguo
obsidian-mcp Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
N/A N/A
36290
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
36291
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
36292
srvrsoorg
A basic MCP server that implements a calculate tool for arithmetic operations (…
N/A N/A
36293
andrehocsis
An MCP server that provides AI assistants with tools for Mercado Libre and Shop…
36294
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
36295
MattCarpenter-Workato
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
36296
allocnode
An MCP server that enables natural language creation and management of Xiaomi M…
N/A N/A
36297
seven-io
seven-mcp Claim
MCP server for the seven.io API, enabling SMS, voice, RCS messaging, and accoun…
36298
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
36299
ksturgeon-td
tdsql-mcp Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
36300
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
Showing 36251–36300 of 43552 servers
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