MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54451
cocodedk
codescan Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
N/A N/A
54452
bharisagar
Enables MCP sessions to survive ECS Fargate deployments by using Redis-backed t…
54453
symbiomind
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
54454
zcsabbagh
A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provid…
N/A N/A
54455
hackbansu
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
54456
PhilFer1973
Enables answering business questions over local SQL Server WideWorldImporters d…
N/A N/A
54457
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
81
54458
socfortress
A production-ready Model Context Protocol (MCP) server for seamless integration…
54459
arthurpanhku
Arthor-Agent Claim
...
81
54460
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
54461
spajjuri.pro
vsfclubnew Claim
N/A N/A 95
54462
ZDOSS
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
N/A N/A
54463
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
81
54464
HappyMonkeyAI
Experimental MCP server for coordinating CLI agents across projects using file-…
N/A N/A
54465
RobertAlsop
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
N/A N/A 83
54466
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
N/A N/A 83
54467
mcp-watchdog Claim 1
MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.
N/A N/A 81
54468
VodoooFilms
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
N/A N/A
54469
crerocksolid
Connects Whoop health data to Claude via an MCP server, enabling retrieval of r…
54470
dacmail
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
54471 N/A N/A 95
54472
LeonTing1010
Tap Claim
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
N/A N/A 95
54473
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
54474
apiverve
Provides access to 249+ production-ready APIs through the Model Context Protoco…
N/A N/A
54475
rithvik318
Validates biological sample metadata against ENA checklists, recommends appropr…
N/A N/A
54476
Snehasis4321
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
N/A N/A
54477
RegionallyFamous
WP Pinch Claim
Enables AI assistants to manage and interact with WordPress sites through MCP, …
54478
kydlikebtc
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
54479
diodechain
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
N/A N/A
54480
luminarylane
This MCP server enables AI agents to extract, verify, and cache factual claims …
54481
pedxyuyuko
mc-rcon-mcp Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
54482
Ansvar-Systems
Query Spanish cybersecurity regulations, guidelines, and advisories from CCN-CE…
N/A N/A
54483
FreedmanCapitalGroup
money Claim
An MCP server that enables AI assistants to match users with capital providers …
N/A N/A
54484
Vvlladd
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
N/A N/A
54485
jowhee327
MCP server for automated AWS security scanning — 19 modules, risk scoring, zero…
54486
redesignhealth
Provides natural language control over Google Workspace services (Calendar, Dri…
N/A N/A
54487
GreenScreen410
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
54488
couchbase
Couchbase Model Context Protocol Server to interact with Couchbase clusters
N/A N/A
54489
flowvenue-it
Conversational business process runtime for AI agents with workflow orchestrati…
54490
support-weatherai
WeatherAI.io gives Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI …
81
54491
jaccoklouwer
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
N/A N/A
54492
lava
An MCP server that enforces safe git commits by allowing only specified files a…
N/A N/A
54493
princeofscale
A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini opera…
N/A N/A
54494
JulianKimmig
Turn your LLM into an agile project management assistant for user story creatio…
N/A N/A
54495
Vail-z
Enables browser automation and web interaction through structured accessibility…
81
54496
@intruder-io
intruder-mcp Claim
N/A N/A 95
54497
scalarian
Bridges Google's Gemini CLI to MCP-compatible AI assistants, enabling prompt ex…
N/A N/A
54498
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
54499
maciejkepa
A Model Context Protocol server implementing a Getting Things Done assistant wi…
54500
dhruv-vootkuri
Enables task management (create, list, update tasks with priority and status) u…
Showing 54451–54500 of 58073 servers