MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51351
BESSER-PEARL
MCP server for BESSER low-code platform enabling AI assistants to create, manip…
N/A N/A
51352 N/A N/A 95
51353
ricardodeazambuja
A universal browser automation MCP server using Playwright, enabling programmat…
N/A N/A
51354
hedera-dev
Integrates with a Langchain wrapper to interact with the Hedera network via nat…
N/A N/A
51355
pipeworx-io
Enables access to live theme park wait times, schedules, and attraction data fr…
51356
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
51357
bhdhiman
Enables AI assistants to read positions, deals, and orders from the RGO trading…
N/A N/A
51358
luisMDev
Enables MCP clients to interact with Microsoft Dynamics 365 Business Central en…
51359
fastmcp-me
SEO MCP Claim
A MCP SEO tool service based on Ahrefs data, offering backlink analysis, keywor…
51360
aimasteracc
An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…
N/A N/A
51361
others-git
hypermnesia Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
51362
claudiomedina17
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case ret…
51363
microsoft
codesearch Claim
Full-text and structural code search for a large monorepo, exposing results as …
N/A N/A
51364
Agents365-ai
MCP server that exposes 45 tools for Zotero reference management, enabling AI a…
N/A N/A
51365
RobertoDure
Enables scanning IP addresses for vulnerabilities using Nmap and API-based chec…
51366
ephrin
Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.
N/A N/A
51367
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
51368 N/A N/A 95
51369
UmarSardarMS
Enables natural language querying of Dynamics 365 Finance & Operations by using…
51370
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
N/A N/A
51371
sunnylabtv-crypto
A multi-domain multi-agent system served over MCP (Model Context Protocol) with…
51372
Jabir-Srj
Moodle REST API client with batch downloading and MCP protocol support for Clau…
N/A N/A
51373
thetenzinwoser
recall-mcp Claim
Local semantic search MCP server for markdown docs and Granola meeting transcri…
N/A N/A
51374
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
N/A N/A 95
51375
eliasstepanik
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
51376
AiAgentKarl
Trust and reputation system for AI agents, enabling tracking, verifying, and bu…
N/A N/A
51377
smithaldon1
Safety-conscious MCP server for read-only access to Emerson DeltaV Edge systems…
N/A N/A
51378
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
95
51379
gallardo.kevin0
my-project Claim
N/A N/A 95
51380
woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
51381
jooyoungseo
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
81
51382
jr551
zai Claim
N/A N/A 95
51383
yashhsm
A Model Context Protocol server that enables seamless integration with Polymark…
N/A N/A
51384
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
51385
marketcaper
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
81
51386
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
N/A N/A 95
51387
weekend-project-space
Enables RSS feed management using the Fever API, supporting retrieval of feeds,…
51388
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
51389
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
51390
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
51391
mcp-tool-shop-org
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
N/A N/A
51392
asbis
ShapeItUp Claim
Enables AI agents to write TypeScript to create, render, verify, and export par…
51393
kirkwat
A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
51394
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A 95
51395
tntclaus
MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, …
N/A N/A
51396 N/A N/A 95
51397
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
51398
zduggem
pessoal Claim
N/A N/A 95
51399
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
N/A N/A
51400
manutout
allema Claim
N/A N/A 95
Showing 51351–51400 of 56925 servers