MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56901
datashift-io
Enables AI agents to submit tasks for human or AI review and receive decisions …
— ○ ⏳ — — — — — —
56902
dandeliongold
Provides current time and time difference calculations in ISO format (YYYY-MM-D…
— ○ ⏳ — — — — — —
56903
Dzendys
fitwiki-mcp Claim
Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…
— ○ ⏳ — — — — — —
56904
moliver28
Corpus-KB Claim
Local end-to-end RAG system for agentic code editors, exposing retrieval-augmen…
— ○ ⏳ — N/A N/A — — —
56905
murilojrpereira
Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one…
— ○ ⏳ — — — — — —
56906
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
— ○ ⏳ — — — — 81 —
56907
MateDort
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
— ○ ⏳ — N/A N/A — — —
56908
wolfcao
A local-first MCP server providing persistent, project-scoped and global memory…
— ○ ⏳ — N/A N/A — — —
56909
mggrim
A Model Context Protocol server providing comprehensive integration with Apple …
— ○ ⏳ — N/A N/A — — —
56910
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
— ○ ⏳ — N/A N/A — — —
56911
tairqaldy
Automatically saves and retrieves AI conversation sessions to maintain context …
— ○ ⏳ — N/A N/A — — —
56912
ErnestoCobos
Unifies fast on-disk read and search with complete AppleScript writes, behind a…
— ○ ⏳ — N/A N/A — — —
56913
nic01asFr
Deploy QGIS in Docker as an MCP server, enabling AI assistants to perform spati…
— ○ ⏳ — — — — — —
56914
HorizonMedia
Grounded Horizon Media brand Q&A for AI assistants. Authenticated MCP; brand_au…
— ○ ⏳ — — — — — —
56915
utenadev
A universal MCP server that automatically discovers and registers CLI tools as …
— ○ ⏳ — N/A N/A — — —
56916
shanebrady77
A Model Context Protocol (MCP) server for Beehiiv that connects your newsletter…
— ○ ⏳ — N/A N/A — — —
56917
chrischall
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
— ○ ⏳ — N/A N/A — — —
56918
agcraft
MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
— ○ ⏳ — — — — — —
56919
StepIntoVision
Provides AI assistants with access to visionOS development articles from stepin…
— ○ ⏳ — — — — — —
56920
aixsignal
smithly Claim
— ○ ⏳ — N/A N/A — 95 —
56921
Gaaldaco
railway-mcp Claim
An MCP server that exposes the Railway API as tools for Claude. Manage Railway …
— ○ ⏳ — N/A N/A — — —
56922
dougdaley
Enables natural language interaction with Microsoft Dynamics 365 Finance & Oper…
— ○ ⏳ — N/A N/A — — —
56923
Voyagier-Travel
Voyagier Claim
Book real travel from your agent — flights, hotels & activities behind a price-…
— ○ ⏳ — N/A N/A — — —
56924
ARJ999
Enables AI agents to query and retrieve public statistical data from Data Commo…
— ○ ⏳ — — — — 81 —
56925
nirholas
x402-mcp Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
— ○ ⏳ — — — — — —
56926
fastmcp-me
Complete knowledge management for AI assistants with Elasticsearch search and d…
— ○ ⏳ — N/A N/A — — —
56927
futureofworktraining
Enables AI agents to verify orders in an ERP system through Supabase API, check…
— ○ ⏳ — N/A N/A — — —
56928
baiyajin
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
— ○ ⏳ — N/A N/A — 95 —
56929
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
— ○ ⏳ — N/A N/A — 83 —
56930
TrueLineCollective
sentou Claim
Enables publishing and updating Claude artifacts or HTML to private, access-con…
— ○ ⏳ — — — — — —
56931
Corvalon
m365-mcp Claim
A Model Context Protocol server that gives Claude Code (or any MCP client) cont…
— ○ ⏳ — N/A N/A — — —
56932
Markus-Pasanen
voikko-mcp Claim
Finnish language verification MCP server providing spell checking, grammar chec…
— ○ ⏳ — — — — — —
56933
akuttruff
Provides local LLMs with web search and page fetching capabilities via MCP, wit…
— ○ ⏳ — — — — — —
56934
choihyuunmin
Enables network packet capture, analysis, and threat detection via distributed …
— ○ ⏳ — N/A N/A — — —
56935
keenableai
Keenable MCP Claim
MCP server for live web search and clean-markdown page fetch over the Keenable …
— ○ ⏳ — N/A N/A — — —
56936
bwarzecha
Enables LLMs to search and retrieve information from large technical documentat…
— ○ ⏳ — N/A N/A — — —
56937
tools-for-agents
cortex Claim
Provides a durable, Obsidian-compatible knowledge base for agents using markdow…
— ○ ⏳ — N/A N/A — — —
56938
Fuyuki0
Capture a web source, or seal a hash you hold, into a signed receipt anyone can…
— ○ ⏳ — — — — — —
56939
sichengchen
Provides over 50 tools across 14 categories for accessing Ohio State University…
— ○ ⏳ — — — — — —
56940
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
— ○ ⏳ — — — — 81 —
56941
seanshin0214
QualAI Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
— ○ ⏳ — N/A N/A — 95 —
56942
halitartuc
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
— ○ ⏳ — N/A N/A — — —
56943
glatinone
Local, no-API-key MCP server with seven defensive SecOps tools for AI agents: e…
— ○ ⏳ — N/A N/A — — —
56944
CSOAI-ORG
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
— ○ ⏳ — N/A N/A — 95 —
56945
WillHeadlee
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
— ○ ⏳ — N/A N/A — — —
56946
DizzyMii
Landlord Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
— ○ ⏳ — N/A N/A — — —
56947
adelaidasofia
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
— ○ ⏳ — N/A N/A — — —
56948
snoli2001
Enables read-only exploration and querying of Microsoft SQL Server databases th…
— ○ ⏳ — — — — — —
56949
OR13
Enables searching, paging through, and reading IETF mailing-list archives via I…
— ○ ⏳ — — — — — —
56950
BlackMount-ai
Enables AI assistants to access and search local browser history, bookmarks, op…
— ○ ⏳ — N/A N/A — — —
Showing 56901–56950 of 69111 servers