MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49601
JohanBellander
MCP server that connects AI assistants to Garmin Connect health and fitness dat…
N/A N/A
49602
actions-marketplace-validations
n8n-mcp Claim
An MCP server for n8n that gives AI agents tools for generating workflows, lint…
49603
leancoderkavy
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
49604
closermethod
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
N/A N/A
49605
BrianDeacon
An MCP server for Azure development and operations, enabling Cosmos DB queries,…
49606
codysandahl
Fetches webpages and returns clean, structured Markdown with metadata (title, a…
49607
jamiemoles
crossmem Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
N/A N/A
49608
pipeworx-io
Enables querying GSA Per Diem rates for travel destinations, providing daily lo…
49609
loerei
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
N/A N/A
49610
Nairolf138
Eos MCP Claim
Transforms an ETC Eos lighting console into a service controllable by AI assist…
N/A N/A
49611
dormonbear
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
49612
Dooor-AI
dooor-os-mcp Claim
Exposes Dooor OS workspace capabilities to MCP-compatible AI clients, enabling …
49613
JohnnieEmmanuel
Enables interaction with Paystack via MCP tools to get total transactions, crea…
49614
skibinska
Enables reading unread emails and creating draft replies in Gmail via Claude De…
N/A N/A
49615
andrewcraigmorgan
An enhanced MCP server for Zoho Projects API integration, enabling AI assistant…
49616
BaoNgoThien18
Enables AI tools to understand a database, inspect schema, and run safe SELECT …
49617
luizhbesper
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
N/A N/A
49618
timtty-sinch
andy Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
N/A N/A
49619
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
49620
CSOAI-ORG
Enables AI-powered real estate analysis with built-in EU AI Act compliance, pro…
N/A N/A
49621
pipeworx-io
Enables searching and querying Pima County, Arizona open geospatial data (parce…
49622
lonetis
claudeleaf Claim
Enables Claude and AI agents to read and edit Overleaf documents in real time, …
49623
DarrenZal
Otter MCP Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
N/A N/A
49624
mr-martinsosa
An MCP server that tailors a resume to a job posting by providing fit scores, k…
N/A N/A
49625
alexandrali0506
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
49626
xeonvs
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
49627
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
49628
khulnasoft-com
A centralized server that tracks and manages connected agents, providing a web …
81
49629
MattiVenta-SiiliSolutionsOyj
MCP server that provides weather information for the Linnannmaa area, enabling …
N/A N/A
49630
Parth3930
clenzer Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
N/A N/A
49631
muscled-clients
Enables drafting, scheduling, and publishing social posts on Vibe Marketing wor…
49632
tom275275
Enables natural language control over Google Workspace services including Gmail…
N/A N/A
49633
SGudbrandsson
A unified MCP gateway that reduces context token usage by exposing all services…
49634
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
49635
analekt
Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
49636
alanbuxton
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
49637
Axiomatic-AI
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
49638
KYONY
Enables Claude to interact with Telegram channels and groups through API or web…
N/A N/A
49639
haebojagu
An MCP server for advertising estimate analysis that calculates billing, outsou…
N/A N/A
49640
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
49641
zachspar
fred-mcp Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
49642
ks6573
Enables Claude Desktop to monitor and control your computer system with 90+ rea…
N/A N/A
49643
wasd9191
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
49644
chohyerinn
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuR…
N/A N/A
49645
AyoubTadlaoui
npmguard Claim
Pre-install risk gate for npm packages. Stops AI coding agents from running mal…
N/A N/A
49646
cloudera
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
49647
k5tuck
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
49648
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
49649
kubestellar
Enables AI-powered management of multi-cluster Kubernetes environments through …
49650
Hormold
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
Showing 49601–49650 of 66518 servers
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