Skip to content
verify mcp Beta VerifyMCP is currently in beta. If you notice any issues, get in touch and we’ll put it right.

Frédérick Madore — Academic Record

MCPB · FREDERICKMADORE-WEBSITE.MCPB

Search and cite Frédérick Madore's publications, talks, research projects, DH work and CV.

+3 this week 54 Trust /100

Last scanned (18 minutes ago)

Scores higher than 88% of MCPB servers

Category Education and Research

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security13
  • No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.Unverified
  • Known CVEs could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none).Unverified
  • No install/post-install scripts declared.Pass
  • Dependency health could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none).Unverified
Provenance & Transparency45
Schema Quality & AI Usability80
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 1166 tokens (~61/item across 19 items; 12 tools + 7 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management70
  • Stability observed for 21 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage92
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 71% of tool parameters carry a description.Partial
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 12 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 4 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

  • 30 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

  • 26 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

  • 24 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

  • 22 Oct 26 +3
    • Stability: unverified → 0.23 ▲ functional
  • 15 Oct 26 +32
    • Injection markers: unverified → pass ▲ security
    • First check of Judged manipulation: pass security
    • Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
    • Tool coverage: unverified → 100 ▲ functional
    • Schema quality: unverified → 100 ▲ functional
    • MCP protocol: unverified → pass ▲ functional
    • First check of Schema quality: fail functional
    • First check of Destructive annotations: pass functional
    • First check of Tool coverage: 71 functional
    • First check of Schema quality: pass functional
    • First check of Schema quality: good functional
    • First check of Tool coverage: 100 functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed mcpb/https://github.com/fmadore/Website/releases/download/mcp-v0.3.0/frederickmadore-website.mcpb

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem mcpb
Reason No attestation published

Background: How many MCP packages publish verified provenance →

MCP tools · 12 exposed · ~1,006 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_activity ~51

Full record for one activity, including its complete body text. Search only returns headlines, so this is how the writing itself is read.

NameTypeReqDescription
idstringyesActivity id, as returned by search_activities.

Structured output declared, but exposes no named fields.

No examples provided.

get_citation ~80

Format a publication for citation. 'bibtex' returns the same entry the site's download button produces; 'reference' returns a plain-text reference. (The site has no APA/MLA/Chicago generator yet, so those are not offered rather than being improvised here.)

NameTypeReqDescription
idstringyesPublication id.
stylestring––

Structured output declared, but exposes no named fields.

No examples provided.

get_communication ~44

Full record for one talk or event, including the abstract, venue, coordinates, and — for panels — the papers presented and their participants.

NameTypeReqDescription
idstringyes–

Structured output declared, but exposes no named fields.

No examples provided.

get_cv ~96

Career record. Omit `section` for everything (person details plus all sections), or name one of: appointments, education, researchRoles, grants, awards, teaching, editorialMemberships, peerReviews, affiliations, fieldworks, mediaAppearances, languages. Grants live under 'grants', with funder, amount, currency, status and co-applicants.

NameTypeReqDescription
sectionstring–Restrict output to one section.

Structured output declared, but exposes no named fields.

No examples provided.

get_dh_project ~25

Full record for one digital humanities project.

NameTypeReqDescription
idstringyes–

Structured output declared, but exposes no named fields.

No examples provided.

get_publication ~59

Full record for one publication, including abstract, identifiers (DOI/ISBN/ISSN), table of contents, works that cite it, and published reviews of it.

NameTypeReqDescription
idstringyesPublication id, as returned by search_publications.

Structured output declared, but exposes no named fields.

No examples provided.

get_research_project ~58

One research project in full: its complete narrative, span, regions, source languages, funding, and the cross-referenced ids of everything that belongs to it. This is where a project's substantive description lives.

NameTypeReqDescription
idstringyes–

Structured output declared, but exposes no named fields.

No examples provided.

list_dh_projects ~40

Digital archives, datasets and tools built by Madore — including the Islam West Africa Collection (IWAC) — with skills, awards and published reviews.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

list_research_projects ~68

All research projects, current and concluded, with their summaries and the ids of the publications, talks, grants and fieldwork belonging to each — the fastest way to see the shape of a body of work before drilling in. Full narratives are omitted here; use get_research_project for those.

Input schema present but exposes no named parameters.

Structured output declared, but exposes no named fields.

No examples provided.

search_activities ~126

Search news and scholarly activity entries. Unlike the other datasets these carry their full body text, so this is the tool for "what has he been doing lately".

NameTypeReqDescription
limitinteger–Maximum results to return.
offsetinteger–Number of matching records to skip for pagination.
querystring––
tagstring––
typestring–Activity type, e.g. 'workshop' or 'publication'.
year_frominteger–Earliest year, inclusive.
year_tointeger–Latest year, inclusive.
NameTypeReqDescription
countintegeryes–
has_morebooleanyes–
itemsarrayyes–
next_offsetinteger––
offsetintegeryes–
totalintegeryes–

No examples provided.

search_communications ~155

Search conference papers, invited lectures, seminars, workshops, panels, posters and podcast appearances. Searches titles, abstracts, conference names and locations.

NameTypeReqDescription
countrystring–Country the event took place in.
limitinteger–Maximum results to return.
offsetinteger–Number of matching records to skip for pagination.
projectstring––
querystring––
tagstring––
typestring–'conference', 'workshop', 'seminar', 'lecture', 'panel', 'poster', 'event', 'podcast'.
year_frominteger–Earliest year, inclusive.
year_tointeger–Latest year, inclusive.
NameTypeReqDescription
countintegeryes–
has_morebooleanyes–
itemsarrayyes–
next_offsetinteger––
offsetintegeryes–
totalintegeryes–

No examples provided.

search_publications ~204

Search Frédérick Madore's own publications — books, journal articles, chapters, edited volumes, reports, encyclopedia entries, theses, working papers. Searches titles, abstracts, authors, tags and venues. All arguments are optional; omit everything to list the most recent.

NameTypeReqDescription
countrystring–Country covered, e.g. 'Benin'.
languagestring–e.g. 'English', 'French'.
limitinteger–Maximum results to return.
offsetinteger–Number of matching records to skip for pagination.
projectstring–Research project name.
querystring–Free text; every word must appear somewhere.
tagstring––
typestring–e.g. 'book', 'article', 'chapter', 'special-issue', 'report'.
year_frominteger–Earliest year, inclusive.
year_tointeger–Latest year, inclusive.
NameTypeReqDescription
countintegeryes–
has_morebooleanyes–
itemsarrayyes–
next_offsetinteger––
offsetintegeryes–
totalintegeryes–

No examples provided.

Install

How do I install the Frédérick Madore — Academic Record MCP server?

Frédérick Madore — Academic Record ships as an MCPB bundle, a single file you download and open in an MCP host that supports MCPB bundles, such as Claude Desktop. The host reads the launch command from the bundle's own manifest, so there is no command to copy. Before opening it, check the file's SHA-256 matches the one the MCP registry declares for it, 69a7b8454ff41202745fc354589ab547dcc0881c7236eca8fcd9ca8431150c2a; the commands to do that are on this page. If it does not match, do not open it.

mcpb · frederickmadore-website.mcpb

Download bundle

Check the download matches the SHA-256 the MCP registry declares before you open it. If it does not match, do not open the file.

SHA-256

69a7b8454ff41202745fc354589ab547dcc0881c7236eca8fcd9ca8431150c2a

macOS / Linux

echo "69a7b8454ff41202745fc354589ab547dcc0881c7236eca8fcd9ca8431150c2a  frederickmadore-website.mcpb" | shasum -a 256 -c

Windows (PowerShell)

(Get-FileHash -Algorithm SHA256 .\frederickmadore-website.mcpb).Hash -eq "69a7b8454ff41202745fc354589ab547dcc0881c7236eca8fcd9ca8431150c2a"

Run it in the folder you saved the bundle to, then open the file with an MCPB-capable host such as Claude Desktop.

Common questions

What is the Frédérick Madore — Academic Record MCP server?

Frédérick Madore — Academic Record is an MCP server listed in the public MCP registry as io.github.fmadore/frederickmadore-website. Search and cite Frédérick Madore's publications, talks, research projects, DH work and CV. This page covers its MCPB bundle (https://github.com/fmadore/Website/releases/download/mcp-v0.3.0/frederickmadore-website.mcpb).

Is the Frédérick Madore — Academic Record MCP server safe to use?

Frédérick Madore — Academic Record scores 54 out of 100 on VerifyMCP. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Frédérick Madore — Academic Record MCP server expose?

Frédérick Madore — Academic Record exposes 12 tools: search_publications, get_publication, search_communications, get_communication, search_activities, and 7 more. Their descriptions and schemas cost roughly 1,006 tokens of context every time the server is loaded.

What licence is the Frédérick Madore — Academic Record MCP server under?

Frédérick Madore — Academic Record declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.