MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50401
SebAustin
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
50402
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
50403
cheqd
Enables AI agents to securely manage decentralized identities, verifiable crede…
50404 N/A N/A 95
50405
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
50406
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
50407
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
50408
rajgurung
Enforces team engineering standards across Git, code review, Rails, frontend, d…
N/A N/A
50409 N/A N/A 95
50410
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
50411
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
50412
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
50413
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
50414
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
50415
drashrafsaiyed-cyber
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
50416
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
50417
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
50418
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
50419
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
50420
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
50421
Dex865378
Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…
N/A N/A
50422
ndl-systems
kevros-mcp Claim
Governance primitives for autonomous agents — verify actions against policy, re…
81
50423
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
50424
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
50425
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
N/A N/A
50426
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
50427
keeganthewhi
Adversarial review system that spawns three independent contrarian reviewers to…
N/A N/A
50428
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
50429
kannandreams
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
N/A N/A
50430
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
50431
chenz4027
postgres-mcp Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
N/A N/A
50432
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
50433
Yaksh36
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
N/A N/A
50434
lckx777
Provides 10 validation tools for direct response copywriting, including blind c…
N/A N/A
50435
yugmatech
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
50436
BELIEVE-IT-GROUP
Connects Claude to marketing intelligence, enabling brand scanning, content gen…
50437
rafalr100
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
N/A N/A
50438
cococolanosugar
MCP server that enables natural language control of internet radio from Claude …
N/A N/A
50439
wheattoast11
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
N/A N/A
50440
mctar
MCP server for querying data from Norway's Government Pension Fund Global — the…
50441
SsssssSynqa
Enables Claude Code to read encrypted WeChat chat history from local database, …
N/A N/A
50442
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
50443
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
50444
node2flow-th
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
N/A N/A
50445
sjk4425
Enables natural language management of Naver Cloud Platform infrastructure, cov…
50446
MartinCastroAlvarez
Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, for…
50447
DhruviPatel712
Enables safe, read-only querying and schema exploration for Microsoft SQL Serve…
50448
Aldrin-Joan
paperstack Claim
Enables arXiv paper search, PDF download, text extraction, and context chunking…
N/A N/A
50449
fancyboi999
A Model Context Protocol server that downloads watermark-free videos from Douyi…
50450
iceycn
Enables large language models to query and operate on Apollo Configuration Cent…
Showing 50401–50450 of 50515 servers