MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61951
cjcxyz
Enables AI agents to find vetted, daily-scored US residential real-estate inves…
61952
lighthousegrouptr-commits
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
61953
abhijain864
Loki MCP Claim
Read-only MCP server for 1mg's logistics platform (Loki/Thor), enabling order, …
61954
PasinduGunarathne
Enables AI assistants to set up, run, and manage Ballerina + Salesforce integra…
61955
Matheuscruztj
Provides personalized travel recommendations by analyzing climate, currency exc…
N/A N/A
61956
LostSyscall
py-sandbox Claim
Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…
61957
Simoon896
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
61958
piprail
PipRail Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
N/A N/A
61959
TGLEEEE
tgbot-mcp Claim
A trusted, open-source MCP server for Telegram that enables LLMs to send messag…
61960
parthamehta123
Enables AI-powered code review and improvement, including analysis, refactoring…
N/A N/A
61961
KannanSudhakaran
Enables querying Chess.com player profiles and stats using the Chess.com API.
61962
AviadP
Records browser interactions (clicks, DOM mutations, console logs, JS errors) v…
N/A N/A
61963
wenyue
Exposes app-registered tools as an MCP server for OpenClaw, forwarding actual t…
61964
kevin-valerio
Enables users to interact with AFL++ for fuzzing workflows, including creating …
N/A N/A
61965
Jakub2841
MCP server for infrastructure discovery and remote management, enabling SSH com…
N/A N/A
61966
mreedr
repo-sdk-mcp Claim
Exposes functions to get the current working directory and review git diffs bef…
N/A N/A
61967
ghchinoy
docstats Claim
MCP server that calculates readability metrics for text, web pages, and PDFs, p…
61968
Maheidem
Enables Claude to interact with WhatsApp through a unified backend API, providi…
61969
axonempire
Provides filesystem access to Claude via the MCP protocol, enabling local file …
N/A N/A
61970
danielnguyenfinhub
Video MCP Claim
A local MCP server that gives Claude Desktop full video editing capabilities vi…
N/A N/A
61971
P2P-IM
Local MCP server for Direxio chat workflows enabling room search, messaging, an…
61972
Johnny-Martinez
MCP server providing tools to verify task completion (tests pass and changes ma…
N/A N/A
61973
eleva
MCP server for booking and date-utility tools, deployed on AWS Lambda, supporti…
61974
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
N/A N/A
61975
rlgrpe
camoufox-mcp Claim
Enables browser automation with anti-detection features, including navigation, …
N/A N/A
61976
JagadeeshMaroju
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
61977
fastmcp-me
flights-mcp Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
61978
Thangterter-Pipo
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
61979
jasona7
Enables exploration, explanation, and management of crontab entries, including …
N/A N/A
61980
pawanpanpan
server_ Claim
N/A N/A 95
61981
jeromeetienne
mcp-now Claim
Provides tools to get the current date and time, with optional timezone support…
61982
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
61983
jurislm
coolify-mcp Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
61984
diitrashed
Provides full programmatic access to Google Sheets, enabling CRUD operations, p…
61985
osushi-cr
Enables semantic search and progressive loading (L0→L1→L2) of documents from Op…
N/A N/A 95
61986
hesscl
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
N/A N/A
61987
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
61988
alea-institute
folio-mcp Claim
MCP server for FOLIO, the Federated Open Legal Information Ontology. Makes the …
61989
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
61990
pvoo
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
61991
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
61992
bounded-systems
Local, read-only MCP server that provides verified access to bounded.tools' sig…
N/A N/A
61993
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
61994
Alig1493
MCP server for the NIST National Vulnerability Database — lets AI assistants se…
61995
kannajune
Gives any AI assistant real architectural understanding of a codebase: tech-sta…
N/A N/A
61996
1999AZZAR
Provides advanced Google Custom Search functionality, web content extraction, a…
61997
xeophon
Searches academic references from arXiv, DBLP, Semantic Scholar, and OpenAlex c…
61998
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
61999
mrzadexinho
scanline Claim
Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diff…
N/A N/A
62000
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
Showing 61951–62000 of 66455 servers