MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4351
nocoo
MCP Make Sound Claim 2
A Model Context Protocol server for macOS that enables AI assistants to play sy…
B 75 5⁄5 ◉ ⏳ 75 100 N/A 43 95 50
4352
hnkatze
PrimeNG MCP Server ⚡ Claim
Provides access to PrimeNG component documentation and generates code examples.…
B 75 5⁄4 ◉ ⏳ 72 61 N/A 48 95 94
4353
thypon
Enables semantic search through markdown documentation in code repositories usi…
B 75 5⁄4 ◉ ⏳ 90 60 N/A 21 95 94
4354
CodeHalwell
n8n MCP Server ⚡ Claim
Enables creation, management, and execution of n8n workflows through a secure H…
B 75 5⁄5 ◉ ⏳ 86 68 — 38 80 91
4355
kdqed
zaturn ⚡ Claim
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
B 75 5⁄4 ◉ ⏳ 64 65 N/A 54 90 100
4356
kuroko1t
webclaw ⚡ Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 5⁄4 ◉ ⏳ 90 25 N/A 78 95 89
4357
ntk148v
alertmanager-mcp-server
B 75 5⁄5 ◉ ⏳ 76 82 — 66 81 63
4358
darronz
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
B 75 5⁄5 ◉ ⏳ 84 71 — 35 83 92
4359
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 5⁄5 ◉ ⏳ 54 70 — 68 95 91
4360
konstzv
Enables Claude and other MCP clients to display native macOS notifications with…
B 75 5⁄5 ◉ ⏳ 78 100 N/A 27 95 54
4361
fkom13
mcp-sftp-orchestrator ⚡ Claim 1
Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d…
B 75 5⁄4 ◉ ⏳ 78 71 N/A 41 90 85
4362
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 5⁄5 ◉ ⏳ 92 91 N/A 48 90 39
4363
marksverdhei
DHLAB MCP Server ⚡ Claim
Provides access to the National Library of Norway's Digital Humanities Lab, ena…
B 75 5⁄5 ◉ ⏳ 66 82 — 48 81 91
4364
dotnetpower
infomesh ⚡ Claim 1
Fully decentralized P2P web search engine for LLMs. Crawls, indexes, and search…
B 75 5⁄4 ◉ ⏳ 64 62 N/A 84 90 79
4365
ivanbaha
Enables AI agents to fetch, search, and retrieve markdown content from remote G…
B 75 5⁄5 ◉ ⏳ 78 72 — 41 81 95
4366
RobertoDure
MCP LaTeX Server ⚡ Claim
Enables AI assistants to create, edit, and validate LaTeX documents through a s…
B 75 5⁄4 ◉ ⏳ 94 57 N/A 16 95 94
4367
vjgit-369
Enables AI assistants to programmatically create, execute, and analyze Apache J…
B 75 5⁄4 ◉ ⏳ 72 60 N/A 51 90 99
4368
burningion
video-editing-mcp ⚡ Claim 1
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
B 74 5⁄4 ◉ ⏳ 77 66 N/A 35 83 99
4369
tumf
mcp-text-editor ⚡ Claim
A line-oriented text file editor. Optimized for LLM tools with efficient partia…
B 74 5⁄4 ◉ ⏳ 78 40 N/A 76 95 85
4370
KatoMato65
Time-MCP ⚡ Claim 1
Checks and returns the itme
B 74 5⁄4 ◉ ⏳ 72 52 N/A 45 95 100
4371
shizhMSFT
ORAS MCP Server ⚡ Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 5⁄5 ◉ ⏳ 72 58 — 57 83 100
4372
openpharma-org
Provides access to European company data and financial filings from multiple so…
B 74 5⁄5 ◉ ⏳ 90 53 — 50 82 87
4373
itzpingcat
Discord MCP Server ⚡ Claim
Enables AI models to interact with Discord using human-readable channel names a…
B 74 5⁄5 ◉ ⏳ 86 58 — 43 81 94
4374
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 5⁄4 ◉ ⏳ 92 40 N/A 53 95 86
4375
intsig-textin
A server that enables OCR capabilities to recognize text from images, PDFs, and…
B 74 5⁄5 ◉ ⏳ 78 72 — 45 81 89
4376
NOVA-3951
Parcel API ⚡ Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 5⁄4 ◉ ⏳ 72 67 N/A 32 92 97
4377
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 5⁄5 ◉ ⏳ 78 62 — 48 81 94
4378
bpamiri
U2 MCP Server ⚡ Claim 1
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
B 74 5⁄4 ◉ ⏳ 72 46 N/A 74 83 100
4379
ShawnDM
espn-mcp Claim
B 74 5⁄4 ◉ ⏳ 86 56 N/A 28 92 95
4380
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 5⁄5 ◉ ⏳ 78 65 — 49 81 93
4381
cmanohar
mcp-uspto ⚡ Claim 1
An MCP server for searching and retrieving USPTO data, including patents, trade…
B 74 5⁄5 ◉ ⏳ 67 67 — 56 84 94
4382
daobataotie
mssql-mcp Claim
mssql mcp server
B 74 5⁄4 ◉ ⏳ 78 58 N/A 39 95 92
4383
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 5⁄5 ◉ ⏳ 84 91 N/A 45 95 41
4384
omert11
Enables AI-powered translation of Django gettext .po files while intelligently …
B 74 5⁄4 ◉ ⏳ 78 60 N/A 38 95 93
4385
LiteObject
Provides real-time access to official LangChain documentation, API references, …
B 74 5⁄5 ◉ ⏳ 86 62 — 31 82 99
4386
momentohq
Momento MCP Server ⚡ Claim
Enables interaction with Momento Cache to manage cache entries and perform admi…
B 74 5⁄5 ◉ ⏳ 62 67 — 64 80 97
4387
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 5⁄5 ◉ ⏳ 79 63 — 78 81 70
4388
prakharpandey32
This is a code to an MCP server which enables students to sync their exams and …
B 74 5⁄4 ◉ ⏳ 76 66 N/A 24 95 98
4389
AngeelVallem
Pipefy MCP Server ⚡ Claim
Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, da…
B 74 5⁄5 ◉ ⏳ 78 75 — 32 80 96
4390
HITENDRAPAL3
YouTube MCP Server ⚡ Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 5⁄5 ◉ ⏳ 94 62 — 27 80 91
4391
undiabler
Enables LLM agents to search, navigate, and filter PolyMarket prediction market…
B 74 5⁄5 ◉ ⏳ 90 68 — 25 80 91
4392
jottinger
Jekyll MCP Server ⚡ Claim
Indexes and searches Jekyll blog content, enabling AI assistants to search post…
B 74 5⁄4 ◉ ⏳ 78 51 N/A 43 95 97
4393
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 5⁄5 ◉ ⏳ 84 100 N/A 26 95 42
4394
bdfrost
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
B 74 5⁄5 ◉ ⏳ 78 61 — 50 78 99
4395
Jacob-Stokes
jhabit-mcp Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
B 74 5⁄4 ◉ ⏳ 72 66 N/A 35 92 99
4396
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 5⁄5 ◉ ⏳ 78 100 — 47 71 61
4397
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 5⁄5 ◉ ⏳ 94 46 — 53 78 94
4398
Montimage
MITRE ATT&CK Claim
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
B 74 5⁄4 ◉ ⏳ 84 40 N/A 65 90 91
4399
pdmtt
A MCP server for agent-driven research on Brazilian law using official sources
B 74 5⁄4 ◉ ⏳ 61 66 N/A 60 95 88
4400
maplehilllabs
Enables AI assistants to intelligently save, organize, and retrieve content thr…
B 74 5⁄5 ◉ ⏳ 72 70 — 49 81 96
Showing 4351–4400 of 69007 servers
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