MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55851
docuprox
docuprox-mcp Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
— ○ ⏳ — N/A N/A — — —
55852
robford-brookai
Enables comprehensive management of DuploCloud infrastructure, including tenant…
— ○ ⏳ — — — — 81 —
55853
Drumworks
ssid-mcp Claim
Router default logins, compliance index, MAC/OUI lookup. Reads free; submit_cor…
— ○ ⏳ — — — — — —
55854
nurked
imail-mcp Claim
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
— ○ ⏳ — N/A N/A — — —
55855
gabrielribeirogpx-arch
A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, e…
— ○ ⏳ — — — — — —
55856
m2mcent
hub Claim
— ○ ⏳ — N/A N/A — 95 —
55857
kurtzhi
A full-featured secure MCP server for local file system operations, with built-…
— ○ ⏳ — — — — — —
55858
SpekoAI
Speko AI Claim
Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, …
— ○ ⏳ — — — — — —
55859
Acidni-LLC
Exposes Cannabis Data Exchange Standard (CDES) v1 JSON schemas, reference data …
— ○ ⏳ — — — — — —
55860
giuseppeferretti
MCP server that connects Claude to Microsoft 365 mail for inbox triage, search,…
— ○ ⏳ — N/A N/A — — —
55861
Specstreamai
SpecStream Claim
Lead lists, company lists, grants and jobs from the live web, for your agent. P…
— ○ ⏳ — — — — — —
55862
guzus
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
— ○ ⏳ — — — — 81 —
55863
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
— ○ ⏳ — — — — — —
55864
akashCF
A bridge that allows AI assistants like Claude to directly query and explore Mi…
— ○ ⏳ — — — — 81 —
55865
Skryvo
Skryvo Claim
Write and schedule social posts in your brand's voice on LinkedIn, X, Bluesky, …
— ○ ⏳ — — — — — —
55866
BEBOTECH-OU
Scrapewise Claim
Scrape, clean and match product and price data from any website
— ○ ⏳ — — — — — —
55867
samuelar2
mcp Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
— ○ ⏳ — — — — — —
55868
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
— ○ ⏳ — — — — 81 —
55869
AmrMohamed17
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, …
— ○ ⏳ — N/A N/A — — —
55870
RunRiotComeOn
Exposes forecast lookup tools for consumer spending predictions across regions …
— ○ ⏳ — — — — — —
55871
TwitterAPIs
twitterapis Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
— ○ ⏳ — — — — — —
55872
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
— ○ ⏳ — — — — — —
55873
nairraf
code-intel Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
— ○ ⏳ — N/A N/A — — —
55874
maboukerfa
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
— ○ ⏳ — N/A N/A — — —
55875
Comet-Studio-Io
Shippp Claim
A connected canvas for the builders of the next era.
— ○ ⏳ — — — — — —
55876
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
— ○ ⏳ — N/A N/A — 95 —
55877
boletinclaro
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
— ○ ⏳ — — — — — —
55878
Lynricsy
An MCP server enabling AI agents to interact with users via Telegram, supportin…
— ○ ⏳ — N/A N/A — — —
55879
theYahia
MCP server for managing Yandex Cloud infrastructure including Compute VMs, Obje…
— ○ ⏳ — — — — — —
55880
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
— ○ ⏳ — — — — 81 —
55881
ArtiPyHeart
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
— ○ ⏳ — N/A N/A — — —
55882
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
— ○ ⏳ — — — — 81 —
55883
arturseo-geo
MCP server for advanced Google Search Console analysis — keyword cannibalizatio…
— ○ ⏳ — — — — — —
55884
Bigsupe55
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
— ○ ⏳ — N/A N/A — 95 —
55885
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
— ○ ⏳ — — — — — —
55886
jianglisuda
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
— ○ ⏳ — — — — — —
55887
yoojoohans-jpg
demo Claim
— ○ ⏳ — N/A N/A — 95 —
55888
Rotwang9000
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
— ○ ⏳ — — — — — —
55889
anuoua
Enables progressive exploration of Swagger/OpenAPI API documentation. Supports …
— ○ ⏳ — — — — 81 —
55890
Ktulu-Analog
MCP server covering French law via the PISTE platform: 62 tools wrapping the fu…
— ○ ⏳ — — — — — —
55891
JardiMargalefAgusti
Enables AI assistants to query standardized building classifications, propertie…
— ○ ⏳ — — — — — —
55892
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
— ○ ⏳ — — — — — —
55893
universal-mcp
Enables interaction with Figma tools and services through a standardized MCP in…
— ○ ⏳ — — — — — —
55894
SEGARK-oficial
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
— ○ ⏳ — — — — — —
55895
Jasuni69
Enables to create print-on-demand products using the Printful API, allowing use…
— ○ ⏳ — — — — — —
55896
freeze1999
MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac …
— ○ ⏳ — — — — — —
55897
ehsaniara
Enables AI assistants to manage distributed computing jobs through the Joblet p…
— ○ ⏳ — — — — — —
55898
andichen0420
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
— ○ ⏳ — N/A N/A — — —
55899
mysplitifi
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
— ○ ⏳ — N/A N/A — — —
55900
sunex
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
— ○ ⏳ — — — — 81 —
Showing 55851–55900 of 69135 servers