MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56851
merciless-artist
else_when Claim
N/A N/A 95
56852
Stokesy-dev
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
56853
topvisor
MCP server for desktop notifications over stdio
N/A N/A 95
56854
MK-986123
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
N/A N/A
56855
csimi
elastic-mcp Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
56856
manassankhla
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
56857
NautilusOSS
DorkFiMCP Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
N/A N/A
56858
harness
An MCP server that gives AI agents full access to the Harness.io platform throu…
56859
arc-mcp
ARC-1 Claim
MCP server for SAP ABAP systems
N/A N/A
56860
gxtontata
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
N/A N/A
56861
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
56862
iamhsuliheng
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
56863
thaibulksms
thaibulksms Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
56864
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
56865
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
56866
himanshusingh0905
Enables AI assistants to query SQL databases safely with read-only access, allo…
56867
workos
A template for building MCP servers with optional per-tool authentication using…
56868
bodyegypt
Turkey Data Claim
Live Turkey data: gold prices, TCMB FX rates, fuel prices, prayer times, Kandil…
N/A N/A
56869
heikoliedtke
A simple MCP server to call RMV APIs for nearby stations and departure boards.
56870
princeofscale
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
N/A N/A
56871
giordano137
Enables MCP clients to read and manage boards, cards, comments, checklists, and…
56872
kmjy98-sketch
Gyeongguk Claim
Enables Korean legal document processing, case analysis, and consultation using…
N/A N/A
56873
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
N/A N/A
56874
PETERGS27
yagames-mcp Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
56875
ruwadgroup
sabit-mcp Claim
Enables AI agents to verify email addresses through a multi-signal probabilisti…
56876
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
56877
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
56878
sorcerai
skill-router Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
N/A N/A
56879
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
56880
njfsmallet-eng
Enables semantic search over TwinCAT 3 documentation using natural language que…
N/A N/A
56881
rajuatmakuri5
Enables natural language interaction with VMware SDDC Manager and vCenter APIs …
56882
ericwarthan
Plex-MCP Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
N/A N/A
56883
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
56884
N1arko
MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables ch…
56885
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
N/A N/A
56886
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
56887
Anchovy-s3
Enables route planning and transit information retrieval for Japan using the pu…
56888
R-s0n
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
N/A N/A
56889
akramyaslam
Deterministic industrial parts replacement engine with official catalogs and ex…
N/A N/A
56890
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
N/A N/A
56891
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
56892
nickbiird
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
N/A N/A
56893
openar-pt
@openar/mcp Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
56894
srotzin
HiveAttest Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
56895
dirkhh
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
N/A N/A
56896
imsm
aion Claim
A shared working-state layer for AI coding tools that provides a persistent not…
N/A N/A
56897
kubulashvili
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
N/A N/A
56898
Swcmb
Enables AI clients to communicate with Hermes messaging middleware in real-time…
56899
mountain-pass
MCP server for Australian address search and validation powered by Addressr.
56900
lmlyons5
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
N/A N/A
Showing 56851–56900 of 67286 servers