MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44851
DON-VXNKS
Provides a hello and echo tool for basic interaction.
44852
TerminallyLazy
featherless Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
44853
persi123
Enables AI agents to understand web page structure and content through structur…
N/A N/A
44854
camposdelima
A unified MCP server for Google Workspace APIs providing tools for Chat, Gmail,…
N/A N/A
44855
Kronixion
shelfwatch Claim
Enables automated weekly meal planning and grocery price comparison across Swed…
N/A N/A
44856
QIngyuanfl
Provides an async Python server for interacting with the PubTator3 API, exposin…
44857
davidmosiah
Fitbit MCP Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
44858
fatihdagustu20-hub
A free MCP server providing 13 tools for email verification, domain intelligenc…
44859
rokoss21
Enables interaction with the AstroVisor API through MCP, automatically synced t…
44860
henols
Enables AI-powered control and debugging of Commodore 64 programs via the VICE …
N/A N/A
44861
Kaiserunix
A read-only MCP server for discovering and fetching Luogu problems, training se…
44862
Initsnow
A Bilibili subtitle fetching MCP server that supports various input formats (BV…
N/A N/A
44863
cardea-mcp
An MCP server that provides tools to search for study questions and answers fro…
44864
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
44865
Stokesy-dev
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
44866
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
44867
merciless-artist
else_when Claim
N/A N/A 95
44868
harness
An MCP server that gives AI agents full access to the Harness.io platform throu…
44869
MK-986123
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
N/A N/A
44870
keyhr
utol-mcp Claim
Enables users to interact with the University of Tokyo's UTOL learning manageme…
N/A N/A
44871
manassankhla
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
44872
NautilusOSS
DorkFiMCP Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
N/A N/A
44873
csimi
elastic-mcp Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
44874
center2055
discord-mcp Claim
Comprehensive Discord server management through MCP, enabling channel, role, pe…
44875
gxtontata
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
N/A N/A
44876
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
44877
iamhsuliheng
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
44878
thaibulksms
thaibulksms Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
44879
heikoliedtke
A simple MCP server to call RMV APIs for nearby stations and departure boards.
44880
deepakjois
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
44881
himanshusingh0905
Enables AI assistants to query SQL databases safely with read-only access, allo…
44882
workos
A template for building MCP servers with optional per-tool authentication using…
44883
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
44884
Sceat
Enables AI agents to store, search, and recall semantic memories with three mem…
N/A N/A
44885
princeofscale
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
N/A N/A
44886
giordano137
Enables MCP clients to read and manage boards, cards, comments, checklists, and…
44887
kmjy98-sketch
Gyeongguk Claim
Enables Korean legal document processing, case analysis, and consultation using…
N/A N/A
44888
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
N/A N/A
44889
PETERGS27
yagames-mcp Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
44890
ruwadgroup
sabit-mcp Claim
Enables AI agents to verify email addresses through a multi-signal probabilisti…
44891
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
44892
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
44893
sorcerai
skill-router Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
N/A N/A
44894
xufei547
Renderly MCP Claim
Enables AI agents to capture clean web screenshots and extract main article con…
44895
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
44896
njfsmallet-eng
Enables semantic search over TwinCAT 3 documentation using natural language que…
N/A N/A
44897
R-s0n
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
N/A N/A
44898
rajuatmakuri5
Enables natural language interaction with VMware SDDC Manager and vCenter APIs …
44899
altic-dev
altic-mcp Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
N/A N/A
44900
akramyaslam
Deterministic industrial parts replacement engine with official catalogs and ex…
N/A N/A
Showing 44851–44900 of 67197 servers
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