MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49601
WW-AI-Lab
Converts PDF, Word, and Excel documents to Markdown with image extraction and h…
— ○ ⏳ — — — — — —
49602
excellario
Provides Meta (Facebook/Instagram) business insights through the Graph and Mark…
— ○ ⏳ — — — — — —
49603
SashaYerashoff
Provides web browsing, multi-engine search, and news retrieval tools for local …
— ○ ⏳ — — — — — —
49604
mm-gtm
Enables Claude Desktop to access and query RBPaaS Operation Hub data, including…
— ○ ⏳ — N/A N/A — — —
49605
parissharpe
Enables searching, retrieving, and tracking FAA Advisory Circulars for airport …
— ○ ⏳ — N/A N/A — — —
49606
wushanyun64
acsearch-mcp Claim
MCP server for acsearch.info, enabling search, retrieval, price history, and co…
— ○ ⏳ — — — — — —
49607
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
— ○ ⏳ — — — — — —
49608
OperatingSystem-1
Reduces token waste by caching code understanding in .mi context files and prev…
— ○ ⏳ — N/A N/A — — —
49609
Lishang25
cleanmcp Claim
A MCP server framework with zero-config auto-discovery, type-safe decorators, a…
— ○ ⏳ — — — — — —
49610
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
— ○ ⏳ — — — — — —
49611
charlesree826
MCP server and CLI for detecting, redacting, and auditing PHI in medical text b…
— ○ ⏳ — N/A N/A — — —
49612
seangx
kitty-hive Claim
MCP server for multi-agent collaboration enabling AI agents to communicate, del…
— ○ ⏳ — — — — — —
49613
Enablement-Engineering
gobbler-mcp Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
— ○ ⏳ — N/A N/A — — —
49614
RohanAnandPandit
MCP server providing data connectivity to the Trading212 trading platform, enab…
— ○ ⏳ — — — — — —
49615
rajmodi262
Enables construction professionals to query project documents with conflict-awa…
— ○ ⏳ — N/A N/A — — —
49616
gabrielpreda
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
— ○ ⏳ — — — — — —
49617
evenindividual04
pramana-mcp Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
— ○ ⏳ — N/A N/A — — —
49618
ltyu
parknyc-mcp Claim
Enables managing NYC parking sessions, vehicles, and zones through MCP clients …
— ○ ⏳ — — — — — —
49619
rmednitzer
mcpx Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
— ○ ⏳ — — — — — —
49620
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
— ○ ⏳ — N/A N/A — — —
49621
bgaze
Pipe one-click browser-tab screenshots into any MCP client, 100% local — a comp…
— ○ ⏳ — N/A N/A — — —
49622
YawLabs
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
— ○ ⏳ — — — — — —
49623
fan-67
local-mcp Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
— ○ ⏳ — N/A N/A — — —
49624
atomno-mcp
mcp-fssp Claim
MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
— ○ ⏳ — — — — — —
49625
blame-today
blame-mcp Claim
Provides a self-serve recipe for agents to anonymously post and read blames on …
— ○ ⏳ — — — — — —
49626
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
— ○ ⏳ — — — — — —
49627
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
— ○ ⏳ — N/A N/A — — —
49628
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
— ○ ⏳ — — — — — —
49629
hungdannt
Enables AI assistants to interact with Odoo ERP systems, allowing operations li…
— ○ ⏳ — — — — — —
49630
devil-imps
An MCP server that provides programmatic access to devil hosting platform manag…
— ○ ⏳ — N/A N/A — — —
49631
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
49632
mrgoonie
Connects AI assistants to SEO APIs for backlinks analysis, keyword research, an…
— ○ ⏳ — — — — — —
49633
alisonborba
Provides real-time Transport for London journey data, including routes, alerts,…
— ○ ⏳ — — — — — —
49634
buildingopen
OpenBrowser Claim
Enables AI tools to browse the web as the user by providing access to a persist…
— ○ ⏳ — — — — — —
49635
pipeworx-io
Provides a Luhn check-digit validation tool for numeric strings such as credit …
— ○ ⏳ — — — — — —
49636
DeamonDev888
Enables AI agents to interact with the Moltbook social network, including posti…
— ○ ⏳ — — — — — —
49637
RyutoYoda
Enables Claude Desktop to interact with freee accounting API for expense regist…
— ○ ⏳ — N/A N/A — — —
49638
jameskitfu
YouTube MCP Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
— ○ ⏳ — N/A N/A — — —
49639
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
— ○ ⏳ — — — — — —
49640
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
— ○ ⏳ — N/A N/A — — —
49641
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
— ○ ⏳ — — — — — —
49642
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
— ○ ⏳ — — — — 81 —
49643
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
— ○ ⏳ — — — — — —
49644
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
— ○ ⏳ — — — — — —
49645
dkeeno
An MCP server that provides tools for creating and managing AWS resources using…
— ○ ⏳ — — — — — —
49646
api7
aisix Claim
Self-hosted MCP gateway fronting upstream servers with per-tool access control,…
— ○ ⏳ — N/A N/A — — —
49647
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
— ○ ⏳ — — — — — —
49648
the-hash-slinging-slasher
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
— ○ ⏳ — N/A N/A — — —
49649
portablestew
Indexes commit history to create a queryable expert, providing insights into co…
— ○ ⏳ — N/A N/A — — —
49650
austynoconnor
BidRover Claim
Find, score and track public-sector bids, RFPs, grants and tenders from 100+ of…
— ○ ⏳ — — — — — —
Showing 49601–49650 of 69199 servers
« Prev 1 … 991 992 993 994 995 … 1384 Next »