MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29615
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47751
supertours
Tour and excursion search on supertours.ru — destinations across Russia and abr…
47752
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
47753
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
47754
lorenzocean
lims Claim
N/A N/A 95
47755
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
47756
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
47757
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
47758
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
47759
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
47760
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
47761
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
47762
Exorust
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
N/A N/A
47763
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
47764
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
N/A N/A
47765
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
47766
hslee16
archy Claim
Architectural sensor for Python codebases.
N/A N/A
47767
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
N/A N/A
47768
eljefedelrodeodeljefe
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
47769
surajinacademia
Enables AI agents to control Fiji/ImageJ for microscopy image analysis through …
N/A N/A
47770
Hyg900928
An MCP server for weather information.
N/A N/A 95
47771
roomi-fields
osc-bridge Claim
OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.
N/A N/A
47772
ptbsare
FastMCP server to interact with the Overseerr API for movie and TV show request…
47773
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
47774
Automata-Labs-team
An MCP server for browser automation using Playwright
N/A N/A 95
47775
essovius
Integrates Everything file search with Claude Desktop, enabling instant Windows…
N/A N/A
47776
RosenAdvertising
filevine-mcp Claim
MCP server for Filevine that enables natural language interaction with legal ca…
47777
cyanheads
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
N/A N/A
47778
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
47779
davidmosiah
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via L…
N/A N/A
47780
XcodeBazelMCP
A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
N/A N/A
47781
axel-belfort
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
81
47782
tildecomunicacion
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
N/A N/A
47783
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
47784
ViperJuice
mcp-gateway Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
N/A N/A 95
47785
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
47786
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
47787
mashish
Analyzes log files locally using Ollama and files structured GitHub Issues auto…
N/A N/A
47788
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
47789
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
47790
Sofias-ai
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
81
47791
kooetimu1999
fdd Claim
N/A N/A 95
47792
fastmcp-me
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
N/A N/A
47793
IamFreak10
mcpv3e Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
47794
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
N/A N/A
47795
waldium
waldium Claim
N/A N/A 95
47796
taytrom
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
N/A N/A 95
47797
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
47798
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
47799
cureonics
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
81
47800
mjramesh
Provides real-time London area intelligence including postcode data, crime, sch…
N/A N/A
Showing 47751–47800 of 47923 servers