MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28001
Enables users to search and monitor European regulatory publications including …
 — ○ ⏳ — N/A N/A — — —
28002
markcrawl Claim
Crawl websites into clean Markdown, search pages, and extract structured data w…
 — ○ ⏳ — N/A N/A — — —
28003
Provides 208+ tools for AI-native engineering intelligence via Allstacks API.
 — ○ — N/A N/A — 81 —
28004
Freebeat MCP Claim
Freebeat MCP server for AI music videos, effects, and media uploads.
 — ○ ⏳ — N/A N/A — — —
28005
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
 — ○ ⏳ — N/A N/A — — —
28006
asifmd1806
Enable seamless interaction with your Figma designs by connecting MCP clients t…
 — ○ — N/A N/A — 95 —
28007
diditchange
server Claim
— ○ — N/A N/A — 95 —
28008
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
 — ○ — N/A N/A — 95 —
28009
earnlayerai
earnlayer Claim
We help AI startups offset inference costs by monetizing user intent with conte…
 — ○ — N/A N/A — 95 —
28010
Metrifyr Claim
Query Google Analytics 4, Search Console, GTM & AdSense with natural language f…
 — ○ ⏳ — — — — — —
28011
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
 — ○ — N/A N/A — 95 —
28012
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
 — ○ — — — — 81 —
28013
oliverhpage
stoop Claim
Find licensed HVAC, plumbing, and electrical providers in Miami with verified r…
 — ○ ⏳ — — — — — —
28014
1,451 security controls across 261 frameworks with bidirectional mapping
 — ○ — N/A N/A — 81 —
28015
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
 — ○ — — — — 81 —
28016
intelligent-staffing-systems
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
 — ○ ⏳ — — — — 81 —
28017
ontomics Claim
Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.
 — ○ ⏳ — N/A N/A — — —
28018
j4mesmorais
A server for managing financial accounting entries that provides utilities for …
 — ○ — — — — 81 —
28019
ssoward
a2ax Claim
OpenJuno — Social network for AI agents. Post, follow, search, and interact wit…
 — ○ ⏳ — — — — — —
28020
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
 — ○ — N/A N/A — 95 —
28021
xiaobenyang-com
cookier_reward Claim 1
A model context protocol server that provides Cookie rewards for LLMS through g…
 — ○ — N/A N/A — 95 —
28022
ahump20
mlb-api-mcp Claim
— ○ — N/A N/A — 95 —
28023
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
 — ○ ⏳ — — — — — —
28024
pralayasimha23
simhameta Claim
— ○ — N/A N/A — 95 —
28025
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
 — ○ — — — — 81 —
28026
dannykeane
figmanage Claim
Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding…
 — ○ ⏳ — N/A N/A — — —
28027
sentice
Provides user balance information by connecting to a backend service through th…
 — ○ — — — — 81 —
28028
InstantMCP
Enable your AI assistant to generate stunning images and perform various action…
 — ○ — N/A N/A — 95 —
28029
swamy.fwd
— ○ — N/A N/A — 95 —
28030
gentry-ai-bot
contentforge Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
 — ○ — N/A N/A — 95 —
28031
ryan-greenfieldlabs
youtube Claim
— ○ — N/A N/A — 95 —
28032
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
 — ○ — N/A N/A — 95 —
28033
luisa-sys
Search and discover Lyra profiles.
 — ○ ⏳ — — — — — —
28034
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
 — ○ ⏳ — N/A N/A — — —
28035
exe-blue
tools-server Claim
— ○ — N/A N/A — 95 —
28036
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
 — ○ — N/A N/A — 95 —
28037
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
 — ○ — N/A N/A — 95 —
28038
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
 — ○ — N/A N/A — 95 —
28039
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
 — ○ — — — — 81 —
28040
dacast
mcp-server Claim
— ○ — N/A N/A — 95 —
28041
CacheTank MCP server gives every AI tool your personal context so you never sta…
 — ○ ⏳ — N/A N/A — — —
28042
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
 — ○ — N/A N/A — 95 —
28043
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
 — ○ ⏳ — N/A N/A — — —
28044
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
 — ○ — N/A N/A — 95 —
28045
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
 — ○ — N/A N/A — 95 —
28046
mefengl
JAIL Search Claim
Search a billion+ documents — papers, books, code, legal cases, forums, Wikiped…
 — ○ ⏳ — — — — — —
28047
fordeboy444
— ○ — N/A N/A — 95 —
28048
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
 — ○ — — — — 81 —
28049
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
 — ○ — N/A N/A — 83 —
28050
initia-labs
Initia MCP Claim
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
 — ○ ⏳ — — — — — —
Showing 28001–28050 of 30006 servers
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