MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38501
ptbsare
Enables secure remote and local command execution via SSH, with session managem…
38502
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
N/A N/A 95
38503
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
N/A N/A
38504
RRS-repositories
crm-mcp Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
38505
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
N/A N/A
38506
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A 95
38507
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
38508
RFingAdam
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
N/A N/A
38509
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
38510
seyficembaskin
seyfiland Claim
N/A N/A 95
38511
Focus-GTS
The first full-featured MCP server for Adobe Experience Platform: 29 tools acro…
38512
gusztavvargadr
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
N/A N/A
38513
TechFernandesLTDA
apex-mcp Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
38514
vcode-sh
Enables deploying, managing, and interacting with Dokploy applications via natu…
38515
pipeworx-io
mcp-nyt Claim
Wraps The New York Times Developer APIs, enabling natural language querying of …
38516
mattcoatsworth
Provides comprehensive tools and resources for managing Klaviyo marketing autom…
N/A N/A
38517
Detective-XH
DocGraph Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
N/A N/A
38518
AaronVick
echorift-mcp Claim 1
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
N/A N/A 75
38519
jacob-hartmann
A Model Context Protocol server for the Quire project management platform, enab…
N/A N/A
38520
partymola
ticktick-mcp Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
38521
jbutcher21
Enables entity resolution capabilities through the Senzing SDK, allowing AI ass…
N/A N/A 95
38522
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
38523
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
38524
seaworthy-io
Disability insurance quote intake and coverage guidance for high-income profess…
38525
kefapps
An MCP server that integrates 1Password with AI agents, providing secure access…
N/A N/A
38526
nguthrie
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
38527
centia-io
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
N/A N/A
38528
fideguch
my_pm_tools Claim
Enables natural language management of GitHub Projects V2, including issue crea…
38529
bashar94
Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
38530
fsans
Provides AI agents with direct access to FileMaker databases through the FileMa…
N/A N/A
38531
Ruijian-Zha
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
38532
Axolotlpi
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
N/A N/A
38533
TobiasArg
Provides safe local file operations through MCP, including reading, writing, se…
N/A N/A
38534
mcp-jira-server Claim 2
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
N/A N/A 81
38535
intent-driven-software
idf-mcp Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
N/A N/A
38536
vgiri2015
An MCP server that optimizes Apache Spark code using Claude AI, providing intel…
38537
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
N/A N/A
38538
karellen
Enables LLM-powered debugging with rr reverse execution, allowing record and re…
N/A N/A
38539
onion-ai
A feature-rich MCP server offering 30 tools across AI, code, text, data, web, a…
38540
JaviMaligno
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
38541
lpm-dev
MCP server for the LPM package registry, enabling AI tools to search, browse so…
N/A N/A
38542
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
38543
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
81
38544
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
38545
googlecolab
colab-mcp Claim
Bridges a local agent to a Colab session in the browser, enabling seamless inte…
38546
ethan-tsai-tsai
Scrape and analyze replies from any public Threads post right from your AI codi…
N/A N/A
38547
Prism-Shadow
Context9 Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
38548
Albo3
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
N/A N/A
38549
kts982
An MCP server that enables AI assistants to interact with SAP GUI for Windows t…
N/A N/A
38550
pab1it0
Enables AI assistants to query Polymarket prediction markets and analyze market…
Showing 38501–38550 of 43430 servers
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