MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51251
MicroMichaelIE
Enables searching and analyzing GitHub Copilot's conversation history stored lo…
N/A N/A 95
51252 N/A N/A 95
51253
CSOAI-ORG
personal-finance-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51254
condens
Remote MCP server for connecting to your Condens UX repository.
51255
s.piree
hotelai Claim
N/A N/A 95
51256
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
51257
Auxin-io
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
N/A N/A 95
51258
clauxel
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
51259
andreimatveyeu
A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…
81
51260
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
51261
ksteele
web-search Claim
N/A N/A 95
51262
ccamborde
Search French companies, directors and associations (INPI, INSEE, RNA).
N/A N/A
51263
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
81
51264
AlexanderChen5966
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
N/A N/A
51265
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
51266
egtai
MCP-GMX-VMD Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
N/A N/A
51267
delimit-ai
delimit Claim
API governance server that detects breaking changes in OpenAPI specs. Diffs two…
N/A N/A 95
51268
antonioac1
Courier Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
51269
stefanwille
A Model Context Protocol server for managing Anki flashcards via AnkiConnect, e…
N/A N/A
51270
finos
Provides direct access to AI governance framework documents, risks, and mitigat…
N/A N/A
51271 N/A N/A 95
51272
GstXu
mcp_test Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
N/A N/A
51273
talonicdev
talonic-mcp Claim
Schema-validated document extraction with searchable workspace memory. Extract …
51274
research-intel Claim 1
Research GTM triggers: new NIH grants by PI/institution and new clinical trials…
67
51275 N/A N/A 95
51276
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
51277
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
51278
kcofoni
MCP server for managing Duplicati backups from an LLM.
51279
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
51280
Fistacho
MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
N/A N/A
51281 N/A N/A 95
51282
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
51283
ThaiTrevor
gold-mcp Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
N/A N/A
51284
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
N/A N/A
51285
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
51286
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
51287
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
81
51288
lazymac2x
Cloudflare Workers MCP server: api-payload-auditor
51289
aniongithub
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
N/A N/A
51290
yhgun31
erpdevdb Claim
N/A N/A 95
51291
Cronus87
An enterprise-grade management tool that enables Claude Code to securely intera…
81
51292
CSOAI-ORG
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
N/A N/A
51293
foxtrottwist
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
N/A N/A
51294
CSOAI-ORG
social-media-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51295
Bluente
BluTranslate Claim
N/A N/A 95
51296
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
51297
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
81
51298
hckhanh
Gitlab Utils Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
N/A N/A 95
51299
kineticadb
Exposes tools and resources for interacting with Kinetica's database, SQL-GPT c…
51300
F43nris
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
N/A N/A
Showing 51251–51300 of 56925 servers