MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64301
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
64302
JohnnieEmmanuel
Enables interaction with Paystack via MCP tools to get total transactions, crea…
64303
skibinska
Enables reading unread emails and creating draft replies in Gmail via Claude De…
N/A N/A
64304
CSOAI-ORG
Enables AI-powered real estate analysis with built-in EU AI Act compliance, pro…
N/A N/A
64305
pipeworx-io
Enables searching and querying Pima County, Arizona open geospatial data (parce…
64306
lonetis
claudeleaf Claim
Enables Claude and AI agents to read and edit Overleaf documents in real time, …
64307
luizhbesper
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
N/A N/A
64308
timtty-sinch
andy Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
N/A N/A
64309
Dooor-AI
dooor-os-mcp Claim
Exposes Dooor OS workspace capabilities to MCP-compatible AI clients, enabling …
64310
andrewcraigmorgan
An enhanced MCP server for Zoho Projects API integration, enabling AI assistant…
64311
BaoNgoThien18
Enables AI tools to understand a database, inspect schema, and run safe SELECT …
64312
rashidazarang
100-tool browser automation for AI agents via Chrome extension. Screenshots, DO…
N/A N/A 95
64313
khulnasoft-com
A centralized server that tracks and manages connected agents, providing a web …
81
64314
mr-martinsosa
An MCP server that tailors a resume to a job posting by providing fit scores, k…
N/A N/A
64315
DarrenZal
Otter MCP Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
N/A N/A
64316
alexandrali0506
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
64317
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
64318
xeonvs
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
64319
MattiVenta-SiiliSolutionsOyj
MCP server that provides weather information for the Linnannmaa area, enabling …
N/A N/A
64320
Parth3930
clenzer Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
N/A N/A
64321
muscled-clients
Enables drafting, scheduling, and publishing social posts on Vibe Marketing wor…
64322
tom275275
Enables natural language control over Google Workspace services including Gmail…
N/A N/A
64323
verymbuemo
Enables control and monitoring of Tesla vehicles via the Tessie API, providing …
N/A N/A
64324
analekt
Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
64325
SGudbrandsson
A unified MCP gateway that reduces context token usage by exposing all services…
64326
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
64327
alanbuxton
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
64328
gabeperez
A fast MCP server for opening, focusing, and quitting macOS apps, and opening U…
N/A N/A
64329
lazymac2x
Enables regex testing, replacement, splitting, validation, explanation, escapin…
64330
griffin-goepper
A local-first MCP server that connects SimpleFIN bank accounts to Claude, stori…
N/A N/A
64331
Kyura77
Bridge between AI assistants and Anki Desktop, enabling automated flashcard man…
N/A N/A
64332
leonardwy
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
N/A N/A
64333
rnwkr7rscy-lang
fittin-mcp Claim
Patent prior art search and startup IP intelligence for AI founders. Clone risk…
64334
bboypoison159-7b43
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
81
64335
danielbodnar
A Model Context Provider server offering comprehensive access to VyOS network o…
N/A N/A 95
64336
GustavoGomezPG
An MCP server providing comprehensive HubSpot CMS development documentation, en…
N/A N/A
64337
nrohozen
proxmox-mcp Claim
An MCP server that exposes Proxmox VE node/cluster as tools for MCP clients, en…
64338
leehom0123
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
64339
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
64340
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
64341
The-Keep-Studios
Provides read-only EspoCRM access for AI assistants, enabling record retrieval …
64342
OtakuXavier
jamf-mcp Claim
Enables natural language interaction with Jamf Pro, Jamf Protect, and Jamf Secu…
64343
SenorLlama
Enables querying and managing Greenhouse recruiting data through MCP, including…
N/A N/A
64344
ffffffffhugfadil
FanOracle Claim
AI-powered comic book authentication, grading, and valuation, secured on the Ca…
64345
dollob
Connects AI assistants to CargoEffe for automated cargo loading plan design, of…
64346
pipeworx-io
mcp-deepl Claim
Enables text translation using DeepL API, supporting source/target languages an…
64347
aalokjha-gits
Memory MCP Claim
Provides AI agents with persistent, searchable memory using semantic search, au…
N/A N/A
64348
liuyuming0823
Enables AI assistants to send DingTalk single and group chat messages via MCP p…
64349
iarfhlaith
gaff-check Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
64350
sssdavid529
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
Showing 64301–64350 of 66427 servers