MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68751
free4hny
Autonomous news intelligence system that fetches articles from 20+ tech sources…
— ○ ⏳ — — — — — —
68752
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
— ○ ⏳ — N/A N/A — — —
68753
gguatit
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
— ○ ⏳ — — — — — —
68754
barckley75
Connects DaVinci Resolve Studio to Claude AI via the Model Context Protocol, en…
— ○ ⏳ — N/A N/A — — —
68755
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
— ○ ⏳ — N/A N/A — — —
68756
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
— ○ ⏳ — N/A N/A — — —
68757
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
— ○ ⏳ — N/A N/A — — —
68758
JIEAO-re
ragx Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
— ○ ⏳ — — — — — —
68759
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
— ○ ⏳ — — — — 81 —
68760
gergototh1
Query 4,326 Hungarian laws (Ptk., Mt., Btk., etc.) from MCP-compatible clients.…
— ○ ⏳ — N/A N/A — — —
68761
OpenCodeEngineer
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
— ○ ⏳ — N/A N/A — — —
68762
sh-aidev
A minimal MCP server template with a string-reversal tool and basic arithmetic …
— ○ ⏳ — N/A N/A — — —
68763
Aminetwiti
mcpgrowcrm Claim
— ○ ⏳ — N/A N/A — 95 —
68764
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
— ○ ⏳ — — — — — —
68765
tevinric
Implements a Model Context Protocol server that enables streaming communication…
— ○ ⏳ — N/A N/A — 95 —
68766
ericwarthan
Plex-MCP Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
— ○ ⏳ — N/A N/A — — —
68767
nickbiird
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
— ○ ⏳ — N/A N/A — — —
68768
JAEarly
Enables searching GOV.UK by keyword and fetching latest publications using the …
— ○ ⏳ — — — — — —
68769
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
— ○ ⏳ — — — — — —
68770
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
— ○ ⏳ — N/A N/A — 95 —
68771
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
— ○ ⏳ — N/A N/A — — —
68772
botmonster
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
— ○ ⏳ — N/A N/A — — —
68773
Nainounen
homelab-mcp Claim
MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
— ○ ⏳ — — — — — —
68774
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
— ○ ⏳ — N/A N/A — 95 —
68775
mihirkadam19
Enables analyzing AWS cloud costs through natural language queries, providing c…
— ○ ⏳ — — — — 81 —
68776
yingkiat
Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
— ○ ⏳ — — — — 81 —
68777
techskies11
datadog-mcp Claim
Enables AI assistants to search logs, query metrics, manage dashboards, analyze…
— ○ ⏳ — — — — — —
68778
marcelofmatos
zabbix-mcp Claim
MCP server to access the Zabbix API, providing tools to list hosts, problems, t…
— ○ ⏳ — — — — — —
68779
mohammadtakneshan
Read-only MCP server for Google Merchant Center, Google Search Console, Google …
— ○ ⏳ — N/A N/A — — —
68780
sasakiblog26-lgtm
Connect AI assistants to Exa's search capabilities: web search, code search, an…
— ○ ⏳ — N/A N/A — — —
68781
MdAbdullahAlMahmud
codeweave Claim
A self-hosted MCP server that indexes your codebase and provides AI assistants …
— ○ ⏳ — N/A N/A — — —
68782
depurecoindustrialvacuums-boop
Remote MCP Server for industrial vacuum cleaner configuration. Query 150+ produ…
— ○ ⏳ — — — — — —
68783
coderdeep11
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
— ○ ⏳ — — — — 81 —
68784
TLS-Radar
TLS Radar Claim
SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitorin…
— ○ ⏳ — — — — — —
68785
canonicalmg
sortio Claim
Read-only search of your Sortio knowledge graph (files and entities) for Claude…
— ○ ⏳ — — — — — —
68786
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
— ○ ⏳ — — — — — —
68787
iderasyh
metarun Claim
Run App Store Connect from your IDE: pricing, listings, screenshots, releases, …
— ○ ⏳ — — — — — —
68788
lazymac2x
Cloudflare Workers MCP server: ai-guardrails
— ○ ⏳ — — — — — —
68789
Obidel
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other …
— ○ ⏳ — — — — — —
68790
junter1989k-ai
Tanzania payments for AI agents — M-Pesa / Tigo Pesa via Flutterwave. Never hol…
— ○ ⏳ — — — — — —
68791
sbmeaper
Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad gr…
— ○ ⏳ — — — — — —
68792
pipeworx-io
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
— ○ ⏳ — — — — — —
68793
ayushkumar2601
Enables AI agents to safely interact with Ethereum by providing structured tool…
— ○ ⏳ — N/A N/A — — —
68794
MonadWorks
agentify Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
— ○ ⏳ — N/A N/A — — —
68795
hsiangjenli
mcp-polib Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
— ○ ⏳ — N/A N/A — — —
68796
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
— ○ ⏳ — N/A N/A — — —
68797
88plug
screen-mcp Claim
An MCP server that gives a model eyes and hands on a Linux Wayland desktop, ena…
— ○ ⏳ — N/A N/A — — —
68798
Joint-Photon-Sciences-Institute
fdmnes-mcp Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
— ○ ⏳ — N/A N/A — — —
68799
coff33ninja
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
— ○ ⏳ — — — — — —
68800
xiexie-qiuligao
A local evidence recorder that captures screenshots, recordings, notes, and sum…
— ○ ⏳ — N/A N/A — — —
Showing 68751–68800 of 68948 servers