MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40901
pavelber
Enables reading, searching, and posting to LiveJournal journals via the legacy …
N/A N/A
40902
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
40903
yaat2000
asdfagwg Claim
N/A N/A 95
40904
ymg2007
Enables to read and modify OpenFOAM configuration files, including case info, d…
N/A N/A
40905
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
40906
sandeep-alluru
Groundcrew Claim
Ground-truth receipt system for hallucination detection — captures verified sta…
N/A N/A
40907
jihoho12
Automatically organizes PDF files into date-based folders, providing tools to m…
N/A N/A
40908
rjeans
Provides read-only access to Banktivity 8 personal finance databases, enabling …
N/A N/A
40909
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
40910
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
40911
Y4rd13
MCP server that gives Claude Code access to WolvenKit for Cyberpunk 2077 moddin…
N/A N/A
40912
royashbrook
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
40913
dddpaul
Reusable, read-only MCP server that exposes a repo's knowledge files (backlog d…
N/A N/A
40914
postfiatorg
Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs …
N/A N/A
40915
SylphxAI
Evidence-first video MCP. Timeline document with ffprobe streams and subtitle c…
N/A N/A
40916
i-dream-of-ai
Enables sending emails through AWS Simple Email Service with support for single…
81
40917
dcondrey
misterdev Claim
An autonomous, extensible LLM build orchestrator. Give it a repo and a goal; i…
N/A N/A
40918
Quinbook
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
N/A N/A 95
40919
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
40920
Ispas-Catalin
Local-first nutrition tracker MCP server for Hermes, enabling food, alias, reci…
40921
rroque99
Enables managing BOSH deployments via natural language by providing tools to lo…
40922
Dawdler-G
Enables automation of native Windows desktop applications through screen captur…
N/A N/A
40923
bricefpv-lab
AnythingMCP Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
40924
Ruoth1111
Docs MCP Claim
An MCP server that searches official documentation for popular libraries, scrap…
40925
ArtemFilin1990
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
81
40926
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
40927
ccf
agentcairn Claim
agentcairn is a local-first memory MCP server: your agent's memories live as Ma…
N/A N/A
40928
yacb2
lore Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
N/A N/A
40929
SMABoundless
orcid Claim
Search ORCID researcher profiles, retrieve works, and export citations
N/A N/A
40930
fengredrum
x2md Claim
Converts .docx files to Markdown, with optional image extraction and HTML table…
N/A N/A
40931
larrygmaguire-tech
An MCP server for researching YouTube niches. It searches videos, fetches metad…
N/A N/A
40932
jadatorin
Connects TradingView Desktop with opencode.ai to enable AI-powered chart analys…
N/A N/A
40933
hankeyyh
Enables AI applications to access Feishu (Lark) knowledge base and cloud docume…
40934
DonDmGeR
Enables users to manage a personal Kanban board with tasks, subtasks, notes, an…
N/A N/A
40935
aesopfrom0
noglow Claim
Drop a short text fragment into a scratchpad slot, with newlines intact.
N/A N/A
40936
rnadjqaim
Enables security teams to run controlled adversarial penetration tests against …
N/A N/A
40937
Prekzursil
ocr-mcp Claim
A Model Context Protocol server that gives AI assistants OCR with first-class a…
N/A N/A
40938
molpass
numerology Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
N/A N/A
40939
nadavWeisler
zotero-mcp Claim
Read-only MCP server for browsing, searching, and exporting a Zotero library fr…
40940
winccoa-tools-pack
A Model Context Protocol server that exposes WinCC OA datapoint operations as L…
N/A N/A
40941
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
40942
ed-smartass
mcp-peek Claim
Optimizes REST API calls for AI agents by returning compact schemas instead of …
40943
justinmclean
CwikiMCP Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
40944
madezmedia
acmi-mcp Claim
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…
40945
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
40946
aunkidwai
Automates navigation of UpGrad's learning platform using Playwright to extract …
N/A N/A
40947
mambalabsdev
Extract the people a company publishes on its own team, leadership or about pag…
N/A N/A
40948
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
40949
weekend-project-space
Enables RSS feed management using the Fever API, supporting retrieval of feeds,…
40950
BofAI
A comprehensive MCP server that enables AI agents to interact with the TRON blo…
Showing 40901–40950 of 67197 servers
« Prev 1 817 818 819 820 821 1344 Next »