MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55851
shreyash1231
A minimal banking system MCP server that allows account management, deposits, w…
55852
pradeexsu
Easel Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
N/A N/A
55853
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
81
55854
pym2282
Engineering memory for Claude Code — prevents re-investigating solved problems …
N/A N/A
55855
DeamonDev888
MCP-Serveur Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
55856
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
55857
yimajo
Enables use of the ChatGPT macOS app through the MCP protocol.
N/A N/A
55858
kiran-harbak
Allows AI assistants to interact with Frappe applications through the official …
55859
cjmateoo0221
Provides tools to interact with the OpenCTI platform, including checking if a c…
N/A N/A
55860
seeker-wen
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
55861
jmlago
MCP server that connects any MCP harness (Claude Code, claude.ai, Cursor) to a …
55862
cfdude
MCP-FRED Claim
A comprehensive MCP server providing access to all FRED API endpoints with inte…
55863
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
55864
jung-jin-lee
paldo-mcp Claim
MCP server providing access to 1M synthetic Korean personas based on KOSIS stat…
N/A N/A
55865
Hassanali4
Enables full control of macOS by executing AppleScript commands through an MCP …
N/A N/A
55866
mcpslim
git-slim Claim
A token-optimized Git MCP server that reduces context window tokens by 59% whil…
N/A N/A
55867
MukundaKatta
password-mcp Claim
Generates strong passwords and evaluates password strength using zxcvbn, with u…
55868
lokeshpusarla100
Enables job search on LinkedIn through MCP tools, including keyword and locatio…
55869
LeonidYasin
HTTP MCP server for GitHub API with tools for file manipulation, commit listing…
55870
amattas
todoist-mcp Claim
Enables Claude Desktop and other MCP clients to manage Todoist tasks, projects,…
N/A N/A
55871
mohantyajitesh
An MCP server that lets AI models interact with Oracle Fusion Cloud HCM across …
55872
fatihberkanteren
Enables LLMs to autonomously analyze camera images for occupational safety viol…
N/A N/A
55873
CursorTouch
macos-mcp Claim
Bridges AI agents with macOS for native automation of file navigation, applicat…
N/A N/A
55874
ArumallaRevanthReddy
Provides Docker management tools for Claude Code, enabling container, image, ne…
N/A N/A
55875
ross-jill-ws
Deployable MCP server with Google OAuth for remote connections, enabling authen…
N/A N/A
55876
nik-net
Enables interaction with FastSpring e-commerce platform for managing orders, su…
55877
schwarztim
An MCP server that enables AI assistants to execute NetExec network penetration…
55878
teamstove
Give your AI persistent, structured memory and let humans see it too. It stores…
55879
DecisionsDev
Bridges IBM Operational Decision Manager with AI assistants, enabling decisions…
55880
aymenfurter
bricks-use Claim
MCP server for executing Databricks SQL queries and comparing table data, suppo…
55881
satiyap
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
N/A N/A
55882
Rumblingb
Enables AI agents to create, sign, and enforce binding agreements with delivera…
N/A N/A
55883
leejpsd
shopby-mcp Claim
Enables searching and browsing Shopby API documentation using natural language …
55884
WangYihang
Manage Multipass virtual machine instances, including launching, stopping, snap…
N/A N/A
55885
Flagler-County-BoCC
mcp-forge Claim
Provides tools to retrieve deterministic prompts for rewriting any Node.js proj…
N/A N/A
55886
qbit-glitch
CCR Claim
CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, …
N/A N/A
55887
skmahe1077
MCP PoisonGuard protects AI agents from tool description poisoning attacks by s…
55888
harshalmittal4
Provides read-only issue and project management tools for Jira Server/DC, enabl…
N/A N/A
55889
shimizu
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
55890
coin-seeker
Drives the real Claude Design web app from your editor or agent, enabling creat…
N/A N/A
55891
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
55892
FuturixAI-and-Quantum-Works
A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
55893
Digital-Thought
An MCP server that bridges LLM clients with Atlassian Jira Cloud and Jira Servi…
N/A N/A
55894
aaronbiscotti
prt-mcp Claim
MCP server exposing Pittsburgh Regional Transit (PRT) TrueTime operations as ty…
55895
entroute
entroute Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
55896
fuwentao03
Enables AI agents to run comprehensive Chinese convertible bond analysis with 2…
55897
libraz
formulon-mcp Claim
MCP server for Excel-compatible formula evaluation and workbook operations, ena…
N/A N/A
55898
travissavard
docs-mcp Claim
N/A N/A 95
55899
Allied-Business-Solutions
MCP server providing 75 tools for querying devices, managing alerts, running sc…
55900
1J6K21
Narrator MCP Claim
Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
N/A N/A
Showing 55851–55900 of 66495 servers