MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49251 N/A N/A 95
49252
baazilakhlaque
An agentic Retrieval-Augmented Generation (RAG) system that combines a small cu…
49253
Wangggym
quarry Claim
Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by …
N/A N/A
49254
VinnyVanGogh
An MCP server that integrates Google Gemini CLI with Claude Code for AI-powered…
49255
SOBANEJAZ
MCP server providing Gemini API documentation lookup and ready-to-use code snip…
N/A N/A
49256
metamintbtc
A modern Model Context Protocol (MCP) Server for Windows Screenshots built with…
N/A N/A
49257
vnnivas
Enables Claude to search Reddit posts, monitor subreddits, read comments, and s…
49258
kargnas
Local MCP bridge that exposes the ChatGPT Figma connector to OpenCode without l…
N/A N/A
49259
sujkh85
MCP server providing context usage estimation, conversation compaction, and dur…
N/A N/A
49260
malkreide
fedlex-mcp Claim
MCP Server for Swiss federal law — search the SR, monitor legal changes, and qu…
49261
elad12390
Enables searching and analyzing Sentry issues, events, and traces via natural l…
49262
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
49263
RaheesAhmed
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
N/A N/A
49264
mazumdarabhishek
Enables CRUD operations on inventory items stored in Azure Cosmos DB via MCP to…
49265
AgenticBridge
StyleTrace Claim
Analyzes website references, images, screenshots, and HTML snippets to produce …
N/A N/A
49266
alpadalar
A production-ready MCP server for managing FortiGate firewalls, enabling AI ass…
49267
dossincargas
Enables natural language interaction with the Dossin database system, allowing …
N/A N/A
49268
tommasosavorana
diggercamp Claim
Find independent music by how it sounds: similar tracks and playlists from a tr…
49269
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
49270
JinYuKiKK0
Enables an agent to execute Stata do scripts or inline commands locally and ret…
N/A N/A
49271
andre20356
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
N/A N/A
49272
AlekMel
Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
49273
gvbigdata
Enables users to access and manage their Gmail and Google Drive data via a Stre…
49274
hysteve
rc505mk2-mcp Claim
Enables controlling a Roland RC-505mk2 loop station via natural language, allow…
N/A N/A
49275
QuantaMind-git
Provides instant access to verified, enriched business intelligence for any UK …
49276
simsketch
MemoryIQ Claim
Enables AI tools to access and contribute to shared semantic memory, supporting…
49277
KORThomasJeong
Self-hosted MCP server that provides embedding-powered semantic search with gra…
49278
tkykenmt
Searches OpenSearch documentation, blogs, and community forums.
N/A N/A
49279
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
49280
SamtheIII
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
49281
eoeoe22
personal-mcp Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
N/A N/A
49282
mambalabsdev
How often a company publishes long-form work, and whether that rate is rising o…
N/A N/A
49283
Kaboom2025
Enables AI-driven Python debugging with debugpy, allowing Claude Code to contro…
N/A N/A
49284
Pragatheswar-72
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
N/A N/A
49285
theomartiz
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
49286
nakulk02
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
49287
KodimTech
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
49288
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
N/A N/A
49289
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
49290
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
49291
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
49292
danusiojr
MCP server that enables video analysis capabilities to Claude, including frame …
N/A N/A
49293
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
49294
wyre-technology
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
49295
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
49296
SemyonSinchenko
A server implementation of MCP for Apache Spark that provides query plans and c…
N/A N/A
49297
Vanszs
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
N/A N/A
49298
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
49299
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
49300
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
N/A N/A
Showing 49251–49300 of 67226 servers
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