MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40251
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
— ○ ⏳ — — — — — —
40252
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
— ○ ⏳ — N/A N/A — — —
40253
Eun-Y0ung
TeamTok MCP Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
— ○ ⏳ — N/A N/A — — —
40254
Fahrur-Rozi-dev
SOL Forge Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
— ○ ⏳ — N/A N/A — — —
40255
High-Impact-Athletes
Twenty MCP Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
— ○ ⏳ — — — — 81 —
40256
pipeworx-io
mcp-cpsc Claim
Access US consumer-product safety recalls from the CPSC, free and without authe…
— ○ ⏳ — — — — 81 —
40257
tratto-email
Lets AI tools send transactional emails, check status, and manage contacts thro…
— ○ ⏳ — — — — — —
40258
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
— ○ ⏳ — — — — — —
40259
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
— ○ ⏳ — N/A N/A — — —
40260
KhushbooNC
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
— ○ ⏳ — N/A N/A — — —
40261
MuzikayiseKhuzwayo
dubstrata Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
— ○ ⏳ — N/A N/A — 83 —
40262
pipeworx-io
Fbi Crime Claim
FBI Crime Data Explorer MCP — UCR/NIBRS statistics
— ○ ⏳ — — — — — —
40263
fabiano-personal
Provides real-time access to Firewalla firewall data through 28 specialized too…
— ○ ⏳ — N/A N/A — 95 —
40264
ketangupta1-ai
powerbi-mcp Claim
Enables interaction with Power BI and Fabric through MCP tools, including works…
— ○ ⏳ — — — — — —
40265 — ○ ⏳ — N/A N/A — 95 —
40266
mehmetcanbozkus
Enables searching and comparing grocery prices from Turkish markets via marketf…
— ○ ⏳ — — — — — —
40267
junter1989k-ai
Oman payments for AI agents — cards / Apple Pay via Tap Payments. Never holds f…
— ○ ⏳ — — — — — —
40268
atlyai
Atly Claim
Find places by what you want (work friendly, gluten free, great coffee), scored…
— ○ ⏳ — — — — — —
40269
Skim MCP Server Claim 2
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
— ○ — N/A N/A — 81 —
40270
UsePromise
Promise Claim
Evidence-backed follow-through memory for what you owe, await, and need to reme…
— ○ ⏳ — — — — — —
40271
priyansu12345
A remote MCP server for personal finance management enabling expense tracking, …
— ○ ⏳ — — — — — —
40272
telagod
AI-powered development assistant that bridges AI assistants with Godot game pro…
— ○ ⏳ — N/A N/A — — —
40273
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
— ○ ⏳ — — — — — —
40274
caiuschrom-a11y
mcp-patent Claim
MCP server for USPTO patent prior-art search, enabling keyword search, ranking,…
— ○ ⏳ — — — — — —
40275
xhelas
metadata Claim
— ○ ⏳ — N/A N/A — 95 —
40276
metlem80
eighty Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
— ○ ⏳ — — — — — —
40277
IsaiahDupree
Search and reason over your Obsidian-style Markdown vault, right from ChatGPT.
— ○ ⏳ — — — — — —
40278
fixyourdocs
FixYourDocs Claim
File structured docs-feedback reports to the FixYourDocs hub via a file_doc_fee…
— ○ ⏳ — N/A N/A — — —
40279
ciinkwia
Primary-source lithium & battery-metals mining data (AISC, reserves, filings) v…
— ○ ⏳ — N/A N/A — — —
40280
pipeworx-io
Enables searching and querying City of Yakima GIS open geospatial datasets, suc…
— ○ ⏳ — — — — — —
40281
businessmcp
businessmcp Claim
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scope…
— ○ ⏳ — — — — — —
40282
cognis-digital
Toolguard Claim
Runtime allowlist and policy for agent tool-calls, enabling security scanning (…
— ○ ⏳ — N/A N/A — — —
40283
brack101
Enables AI assistants to interact with Aspen Plus process simulations through a…
— ○ ⏳ — N/A N/A — — —
40284
VGFP
Provides AI agents with access to the Colyseus documentation, enabling searchin…
— ○ ⏳ — N/A N/A — — —
40285
dmae97
Lets Claude Code route tasks, launch orchestrated runs, and retrieve evidence a…
— ○ ⏳ — — — — — —
40286
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
— ○ ⏳ — — — — — —
40287
Wangggym
quarry Claim
Safety-railed database access for agents: Postgres, MySQL, Redis. Read-only by …
— ○ ⏳ — N/A N/A — — —
40288
DerrickAppOrg
Derrick App Claim
The Derrick MCP server provides AI assistants with access to Derrick's B2B enri…
— ○ ⏳ — — — — — —
40289
Eyalm321
dynadot-mcp Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
— ○ ⏳ — — — — — —
40290
satohubai
Build any crypto agent: x402, ERC-8004, wallets. Does a server take your key? H…
— ○ ⏳ — — — — — —
40291
oneappsworld
CallChatSyn Claim
Answer small-business customer questions from FAQs, list open appointment times…
— ○ ⏳ — — — — — —
40292
mustertheforce
Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…
— ○ ⏳ — — — — — —
40293
first3things
Enables AI assistants to interact with Optimizely CMS via its GraphQL and Conte…
— ○ ⏳ — — — — — —
40294
chunxiaoxx
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
— ○ ⏳ — N/A N/A — — —
40295
rob-brown96cc
UniRate MCP Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
— ○ ⏳ — N/A N/A — — —
40296
berntpopp
Enables querying of per-residue missense tolerance, Pfam domain annotations, an…
— ○ ⏳ — — — — — —
40297
vedaterenoglu
Enables secure MCP server functionality with Clerk authentication and user-spec…
— ○ ⏳ — — — — 81 —
40298
cygnussystems
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
— ○ ⏳ — N/A N/A — — —
40299
aalises
Enables discovering, describing, and querying public datasets from Catalunya, i…
— ○ ⏳ — — — — — —
40300
weihermans
knowledge Claim
Sourced, task-level facts on how AI changes jobs, for agents answering 'what sh…
— ○ ⏳ — — — — — —
Showing 40251–40300 of 69365 servers
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