MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

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43430
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2111
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Last updated 51 minutes ago

Grade Distribution

Score Distribution

Newly Added

CloudBees Unify MCP Server F abm-mcp F ipnex F token-of-esteem B Aim F

Biggest Gainers

theothers +30 CoreModels +1 MCP Finder +1

Biggest Drops

library -2 SaaS Browser -2 Correkt: The AI-Native Online Marketplace for Physical Products -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40401
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
 — ○ ⏳ — — — — — —
40402
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
 — ○ ⏳ — — — — 81 —
40403
zeplin
Connects AI agents to Zeplin to access component and screen specs, documentatio…
 — ○ ⏳ — — — — — —
40404
lmn451
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
 — ○ ⏳ — N/A N/A — — —
40405
pipeworx-io
Bis Claim
BIS MCP — Bank for International Settlements statistics (no auth)
 — ○ ⏳ — — — — — —
40406
zypin-testing
Zypin MCP Claim
A lightweight MCP server for browser automation using Playwright with essential…
 — ○ ⏳ — N/A N/A — 95 —
40407
nirholas
A Cloudflare Worker that implements the MCP Streamable HTTP transport for AI ag…
 — ○ ⏳ — N/A N/A — — —
40408
cloin
Enables AI assistants to interact with SemaphoreUI for managing and running Ans…
 — ○ ⏳ — — — — — —
40409
philipvanlewis
MCP server providing Claude Code with full UniFi network management capabilitie…
 — ○ ⏳ — — — — — —
40410
hrushikeshkothem
Enables natural language filesystem operations (create, list, delete directorie…
 — ○ ⏳ — N/A N/A — — —
40411
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
 — ○ ⏳ — N/A N/A — — —
40412
HasanJahidul
Semantic git queries via MCP. Beyond git log — answer who/what/why about any li…
 — ○ ⏳ — N/A N/A — — —
40413
aznleetcoder
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40414
feodal01
A task management system for LLM-based agents that stores all tasks in a single…
 — ○ ⏳ — N/A N/A — — —
40415
DrBaher
sign-cli Claim
Agent-first e-signature MCP server with offline PAdES signing and hash-chained …
 — ○ ⏳ — N/A N/A — — —
40416
analyticsinmotion
mcp-listen Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
 — ○ ⏳ — N/A N/A — 95 —
40417
williamvd4
A MCP server that provides browser automation tools, allowing users to navigate…
 — ○ ⏳ — N/A N/A — 95 —
40418
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
 — ○ ⏳ — — — — — —
40419
intent-runtime Claim 1
Express intent, get results. One unified entry point.
 — ○ — N/A N/A — 81 —
40420
fetch-mcp Claim 1
HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata…
 — ○ — N/A N/A — 81 —
40421
pubspro
pharma-mcp Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
 — ○ ⏳ — N/A N/A — — —
40422
mcp-compliance Claim 1
CLI tool and MCP server that tests MCP servers for spec compliance
 — ○ — N/A N/A — 81 —
40423
switch Claim 1
Generate, manage and explore your Switch AI image and video library, scoped to …
 — ○ — — — — 67 —
40424
shanjai-raj
Commune Claim
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…
 — ○ ⏳ — N/A N/A — 83 —
40425
shk1447
ripgrep-mcp Claim
Provides ripgrep search capabilities to MCP clients like Claude, enabling high-…
 — ○ ⏳ — N/A N/A — — —
40426
do-community
Enables checking domain availability using WHOIS and DNS resolution, with suppo…
 — ○ ⏳ — — — — — —
40427
etnperlong
Enables AI assistants to manage Firefly III personal finance accounts and trans…
 — ○ ⏳ — — — — — —
40428
NexusX-MCP
An MCP server for interacting with the Twitter/X API v2, enabling AI assistants…
 — ○ ⏳ — — — — — —
40429
universal-mcp
Enables interaction with Dialpad's tools and services through a unified API, al…
 — ○ ⏳ — — — — — —
40430
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
 — ○ ⏳ — — — — 81 —
40431
glauberfrancodesign
FrancoLabs Claim
UX research platform: manage studies, browse templates, read responses and anal…
 — ○ ⏳ — — — — — —
40432
ottimis
mcp-query Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
 — ○ ⏳ — N/A N/A — — —
40433
ABindoff
repro-mcp Claim
An MCP server that logs AI-assisted scientific computing sessions, capturing pr…
 — ○ ⏳ — N/A N/A — — —
40434
toolprint
cco-mcp Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
 — ○ ⏳ — — — — — —
40435
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
 — ○ ⏳ — — — — — —
40436
hyperd-ai
hyperd-mcp Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
 — ○ ⏳ — N/A N/A — — —
40437
xiaobenyang-com
Retrieve comprehensive registration details for any domain. View nameservers, c…
 — ○ ⏳ — N/A N/A — 95 —
40438
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
 — ○ ⏳ — N/A N/A — — —
40439
widjis
A comprehensive MCP server for integrating with OpenProject API, enabling AI as…
 — ○ ⏳ — — — — — —
40440
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
 — ○ ⏳ — — — — 81 —
40441
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
 — ○ ⏳ — — — — 81 —
40442
alopez3006
snipara-mcp Claim
Lightweight MCP connector that provides persistent project memory and context o…
 — ○ ⏳ — — — — — —
40443
codeislaw101
katzilla Claim
300+ free public & government data sources behind one API key, for AI agents.
 — ○ ⏳ — N/A N/A — 83 —
40444
Glitchcraft-Inc
Provide comprehensive marketing analytics and AI-powered insights by integratin…
 — ○ ⏳ — N/A N/A — 95 —
40445
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
 — ○ ⏳ — — — — 81 —
40446
mcpflow
This is a Model Context Protocol (MCP) server that provides tools for interacti…
 — ○ ⏳ — N/A N/A — — —
40447
shebe Claim
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search late…
 — ○ — N/A N/A — 95 —
40448
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
 — ○ ⏳ — N/A N/A — — —
40449
lpigeon
The ROS MCP Server supports robot control by converting user-issued natural lan…
 — ○ ⏳ — N/A N/A — 95 —
40450
Zxilly
cangjie-mcp Claim
MCP server for the Cangjie programming language, providing documentation search…
 — ○ ⏳ — — — — — —
Showing 40401–40450 of 43430 servers
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